Overview
Brought to you by YData
Dataset statistics
| Number of variables | 43 |
|---|---|
| Number of observations | 22788 |
| Missing cells | 139329 |
| Missing cells (%) | 14.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.5 MiB |
| Average record size in memory | 344.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 14 |
| Text | 8 |
| DateTime | 2 |
AMORTIZACION is highly overall correlated with CODIGO_TIPO_AMORTIZACION and 7 other fields | High correlation |
AÑO_REGISTRO is highly overall correlated with AÑO_VENCIMIENTO and 8 other fields | High correlation |
AÑO_VENCIMIENTO is highly overall correlated with AÑO_REGISTRO and 9 other fields | High correlation |
CANTIDAD_CUOTAS_PAGADAS is highly overall correlated with AÑO_REGISTRO and 9 other fields | High correlation |
CODIGO_CLIENTE is highly overall correlated with DELEGACION_MUNICIPIO and 2 other fields | High correlation |
CODIGO_MONEDA is highly overall correlated with AÑO_REGISTRO and 7 other fields | High correlation |
CODIGO_TIPO_AMORTIZACION is highly overall correlated with AMORTIZACION and 7 other fields | High correlation |
CODIGO_TIPO_IDENTIFICACION is highly overall correlated with DELEGACION_MUNICIPIO and 4 other fields | High correlation |
DELEGACION_MUNICIPIO is highly overall correlated with AMORTIZACION and 30 other fields | High correlation |
DESC_LINEA_FINANCIERA is highly overall correlated with AMORTIZACION and 5 other fields | High correlation |
DIA_VENCIMIENTO is highly overall correlated with DELEGACION_MUNICIPIO | High correlation |
ENTIDAD_FEDERATIVA is highly overall correlated with AMORTIZACION and 26 other fields | High correlation |
MES_REGISTRO is highly overall correlated with DELEGACION_MUNICIPIO and 3 other fields | High correlation |
MES_VENCIMIENTO is highly overall correlated with CANTIDAD_CUOTAS_PAGADAS and 3 other fields | High correlation |
MONTO_APROBADO is highly overall correlated with AÑO_VENCIMIENTO and 7 other fields | High correlation |
MONTO_DISPONIBLE is highly overall correlated with DELEGACION_MUNICIPIO and 2 other fields | High correlation |
MONTO_INICIAL is highly overall correlated with AÑO_VENCIMIENTO and 7 other fields | High correlation |
NACIONALIDAD is highly overall correlated with DELEGACION_MUNICIPIO and 2 other fields | High correlation |
NO_EMPLEADOS is highly overall correlated with CODIGO_CLIENTE and 4 other fields | High correlation |
NUMERO_CONTRATO is highly overall correlated with AÑO_REGISTRO and 9 other fields | High correlation |
NUMERO_CUOTAS is highly overall correlated with AÑO_REGISTRO and 11 other fields | High correlation |
NUMERO_PRESTAMO is highly overall correlated with AÑO_REGISTRO and 9 other fields | High correlation |
PAIS is highly overall correlated with DELEGACION_MUNICIPIO and 2 other fields | High correlation |
PLAZO is highly overall correlated with AMORTIZACION and 13 other fields | High correlation |
PRODUCTO is highly overall correlated with AMORTIZACION and 9 other fields | High correlation |
SEXO is highly overall correlated with CODIGO_TIPO_IDENTIFICACION and 8 other fields | High correlation |
TASA_TOTAL is highly overall correlated with CODIGO_MONEDA and 2 other fields | High correlation |
TIPO_SECTOR is highly overall correlated with DELEGACION_MUNICIPIO and 2 other fields | High correlation |
TIPO_SUBSECTOR is highly overall correlated with AMORTIZACION and 6 other fields | High correlation |
TIPO_TASA is highly overall correlated with AMORTIZACION and 6 other fields | High correlation |
VALOR_CUOTA is highly overall correlated with DELEGACION_MUNICIPIO and 4 other fields | High correlation |
VENTAS_NETAS is highly overall correlated with DELEGACION_MUNICIPIO and 3 other fields | High correlation |
PAIS is highly imbalanced (99.9%) | Imbalance |
NACIONALIDAD is highly imbalanced (99.9%) | Imbalance |
PRODUCTO is highly imbalanced (64.0%) | Imbalance |
CODIGO_MONEDA is highly imbalanced (76.4%) | Imbalance |
TIPO_TASA is highly imbalanced (50.0%) | Imbalance |
NOMBRES has 15849 (69.5%) missing values | Missing |
PRIMER_APELLIDO has 15849 (69.5%) missing values | Missing |
SEGUNDO_APELLIDO has 15849 (69.5%) missing values | Missing |
SEXO has 15849 (69.5%) missing values | Missing |
FECHA_DE_NACIMIENTO has 15849 (69.5%) missing values | Missing |
RAZON_SOCIAL has 6939 (30.5%) missing values | Missing |
NOMBRE_COMERCIAL has 6939 (30.5%) missing values | Missing |
DELEGACION_MUNICIPIO has 22033 (96.7%) missing values | Missing |
ENTIDAD_FEDERATIVA has 22033 (96.7%) missing values | Missing |
VALOR_CUOTA has 234 (1.0%) missing values | Missing |
CANTIDAD_CUOTAS_PAGADAS has 257 (1.1%) missing values | Missing |
NO_EMPLEADOS is highly skewed (γ1 = 31.64203232) | Skewed |
VENTAS_NETAS is highly skewed (γ1 = 58.25274773) | Skewed |
AÑO_VENCIMIENTO is highly skewed (γ1 = 39.37348963) | Skewed |
MONTO_APROBADO is highly skewed (γ1 = 76.07952098) | Skewed |
MONTO_DISPONIBLE is highly skewed (γ1 = 66.25622934) | Skewed |
MONTO_INICIAL is highly skewed (γ1 = 97.26062948) | Skewed |
VALOR_CUOTA is highly skewed (γ1 = 139.5894675) | Skewed |
MONTO_DISPONIBLE has 21570 (94.7%) zeros | Zeros |
VALOR_CUOTA has 299 (1.3%) zeros | Zeros |
CANTIDAD_CUOTAS_PAGADAS has 16848 (73.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-11 16:41:19.807582 |
|---|---|
| Analysis finished | 2025-02-11 16:42:12.537498 |
| Duration | 52.73 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
CODIGO_CLIENTE
Real number (ℝ)
High correlation 
| Distinct | 5000 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21271267 |
| Minimum | 63041 |
|---|---|
| Maximum | 28958014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 63041 |
|---|---|
| 5-th percentile | 3912887 |
| Q1 | 11166973 |
| median | 28278053 |
| Q3 | 28778209 |
| 95-th percentile | 28920410 |
| Maximum | 28958014 |
| Range | 28894973 |
| Interquartile range (IQR) | 17611236 |
Descriptive statistics
| Standard deviation | 10116601 |
|---|---|
| Coefficient of variation (CV) | 0.47559934 |
| Kurtosis | -1.0423473 |
| Mean | 21271267 |
| Median Absolute Deviation (MAD) | 614362 |
| Skewness | -0.84304581 |
| Sum | 4.8472964 × 1011 |
| Variance | 1.0234561 × 1014 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 21678811 | 781 | 3.4% |
| 11873011 | 742 | 3.3% |
| 5313244 | 698 | 3.1% |
| 7663354 | 531 | 2.3% |
| 28175306 | 490 | 2.2% |
| 28803403 | 445 | 2.0% |
| 28653245 | 374 | 1.6% |
| 6005914 | 265 | 1.2% |
| 14841326 | 235 | 1.0% |
| 28183253 | 203 | 0.9% |
| Other values (4990) | 18024 |
| Value | Count | Frequency (%) |
| 63041 | 1 | < 0.1% |
| 99003 | 3 | < 0.1% |
| 123173 | 2 | < 0.1% |
| 128196 | 66 | 0.3% |
| 137337 | 2 | < 0.1% |
| 203738 | 1 | < 0.1% |
| 335024 | 183 | |
| 367786 | 1 | < 0.1% |
| 397726 | 2 | < 0.1% |
| 419934 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 28958014 | 3 | |
| 28951682 | 1 | < 0.1% |
| 28951280 | 1 | < 0.1% |
| 28951011 | 1 | < 0.1% |
| 28950852 | 1 | < 0.1% |
| 28950790 | 1 | < 0.1% |
| 28950781 | 1 | < 0.1% |
| 28950763 | 1 | < 0.1% |
| 28950674 | 1 | < 0.1% |
| 28950665 | 1 | < 0.1% |
CODIGO_TIPO_IDENTIFICACION
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| 7 | |
|---|---|
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7 |
|---|---|
| 2nd row | 7 |
| 3rd row | 7 |
| 4th row | 7 |
| 5th row | 7 |
Common Values
| Value | Count | Frequency (%) |
| 7 | 15849 | |
| 5 | 6939 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7 | 15849 | |
| 5 | 6939 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 15849 | |
| 5 | 6939 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 22788 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 7 | 15849 | |
| 5 | 6939 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 22788 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 7 | 15849 | |
| 5 | 6939 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 22788 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 7 | 15849 | |
| 5 | 6939 |
NOMBRES
Text
Missing 
| Distinct | 1799 |
|---|---|
| Distinct (%) | 25.9% |
| Missing | 15849 |
| Missing (%) | 69.5% |
| Memory size | 178.2 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 21 |
| Mean length | 10.020608 |
| Min length | 3 |
Unique
| Unique | 1139 ? |
|---|---|
| Unique (%) | 16.4% |
Sample
| 1st row | ISIDRO ERNESTO |
|---|---|
| 2nd row | JESUS |
| 3rd row | JESUS |
| 4th row | JESUS |
| 5th row | JESUS |
| Value | Count | Frequency (%) |
| jose | 380 | 3.5% |
| maria | 361 | 3.3% |
| manuel | 269 | 2.5% |
| martha | 244 | 2.2% |
| martin | 234 | 2.1% |
| ofelia | 207 | 1.9% |
| jesus | 202 | 1.8% |
| juan | 193 | 1.8% |
| victor | 170 | 1.6% |
| antonio | 170 | 1.6% |
| Other values (975) | 8531 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 11167 | |
| E | 6480 | 9.3% |
| R | 6190 | 8.9% |
| I | 5470 | 7.9% |
| O | 5319 | 7.6% |
| N | 4571 | 6.6% |
| L | 4379 | 6.3% |
| 4043 | 5.8% | |
| S | 2662 | 3.8% |
| M | 2597 | 3.7% |
| Other values (18) | 16655 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 69533 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 11167 | |
| E | 6480 | 9.3% |
| R | 6190 | 8.9% |
| I | 5470 | 7.9% |
| O | 5319 | 7.6% |
| N | 4571 | 6.6% |
| L | 4379 | 6.3% |
| 4043 | 5.8% | |
| S | 2662 | 3.8% |
| M | 2597 | 3.7% |
| Other values (18) | 16655 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 69533 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 11167 | |
| E | 6480 | 9.3% |
| R | 6190 | 8.9% |
| I | 5470 | 7.9% |
| O | 5319 | 7.6% |
| N | 4571 | 6.6% |
| L | 4379 | 6.3% |
| 4043 | 5.8% | |
| S | 2662 | 3.8% |
| M | 2597 | 3.7% |
| Other values (18) | 16655 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 69533 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 11167 | |
| E | 6480 | 9.3% |
| R | 6190 | 8.9% |
| I | 5470 | 7.9% |
| O | 5319 | 7.6% |
| N | 4571 | 6.6% |
| L | 4379 | 6.3% |
| 4043 | 5.8% | |
| S | 2662 | 3.8% |
| M | 2597 | 3.7% |
| Other values (18) | 16655 |
PRIMER_APELLIDO
Text
Missing 
| Distinct | 989 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 15849 |
| Missing (%) | 69.5% |
| Memory size | 178.2 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 12 |
| Mean length | 6.5631935 |
| Min length | 2 |
Unique
| Unique | 459 ? |
|---|---|
| Unique (%) | 6.6% |
Sample
| 1st row | CONDE |
|---|---|
| 2nd row | GONZALEZ |
| 3rd row | GONZALEZ |
| 4th row | GONZALEZ |
| 5th row | GONZALEZ |
| Value | Count | Frequency (%) |
| felix | 323 | 4.6% |
| cortes | 214 | 3.0% |
| rodriguez | 211 | 3.0% |
| gonzalez | 199 | 2.8% |
| lopez | 183 | 2.6% |
| silva | 157 | 2.2% |
| garcia | 133 | 1.9% |
| martinez | 133 | 1.9% |
| hernandez | 110 | 1.6% |
| robles | 105 | 1.5% |
| Other values (968) | 5304 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 6174 | |
| E | 5134 | |
| R | 4602 | |
| O | 3784 | 8.3% |
| L | 3059 | 6.7% |
| I | 2686 | 5.9% |
| Z | 2548 | 5.6% |
| N | 2411 | 5.3% |
| S | 2340 | 5.1% |
| C | 1732 | 3.8% |
| Other values (17) | 11072 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45542 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 6174 | |
| E | 5134 | |
| R | 4602 | |
| O | 3784 | 8.3% |
| L | 3059 | 6.7% |
| I | 2686 | 5.9% |
| Z | 2548 | 5.6% |
| N | 2411 | 5.3% |
| S | 2340 | 5.1% |
| C | 1732 | 3.8% |
| Other values (17) | 11072 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45542 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 6174 | |
| E | 5134 | |
| R | 4602 | |
| O | 3784 | 8.3% |
| L | 3059 | 6.7% |
| I | 2686 | 5.9% |
| Z | 2548 | 5.6% |
| N | 2411 | 5.3% |
| S | 2340 | 5.1% |
| C | 1732 | 3.8% |
| Other values (17) | 11072 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45542 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 6174 | |
| E | 5134 | |
| R | 4602 | |
| O | 3784 | 8.3% |
| L | 3059 | 6.7% |
| I | 2686 | 5.9% |
| Z | 2548 | 5.6% |
| N | 2411 | 5.3% |
| S | 2340 | 5.1% |
| C | 1732 | 3.8% |
| Other values (17) | 11072 |
SEGUNDO_APELLIDO
Text
Missing 
| Distinct | 999 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 15849 |
| Missing (%) | 69.5% |
| Memory size | 178.2 KiB |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 6.5959072 |
| Min length | 1 |
Unique
| Unique | 471 ? |
|---|---|
| Unique (%) | 6.8% |
Sample
| 1st row | CORONADO |
|---|---|
| 2nd row | VAZQUEZ |
| 3rd row | VAZQUEZ |
| 4th row | VAZQUEZ |
| 5th row | VAZQUEZ |
| Value | Count | Frequency (%) |
| garcia | 370 | 5.2% |
| hernandez | 351 | 5.0% |
| gomez | 234 | 3.3% |
| rodriguez | 201 | 2.8% |
| alcaraz | 149 | 2.1% |
| gonzalez | 141 | 2.0% |
| martinez | 137 | 1.9% |
| rivas | 122 | 1.7% |
| lopez | 113 | 1.6% |
| cruz | 103 | 1.5% |
| Other values (975) | 5138 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 6960 | |
| E | 5062 | |
| R | 5014 | |
| O | 3434 | 7.5% |
| Z | 2880 | 6.3% |
| I | 2655 | 5.8% |
| N | 2630 | 5.7% |
| L | 2367 | 5.2% |
| S | 2070 | 4.5% |
| G | 1731 | 3.8% |
| Other values (25) | 10966 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45769 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 6960 | |
| E | 5062 | |
| R | 5014 | |
| O | 3434 | 7.5% |
| Z | 2880 | 6.3% |
| I | 2655 | 5.8% |
| N | 2630 | 5.7% |
| L | 2367 | 5.2% |
| S | 2070 | 4.5% |
| G | 1731 | 3.8% |
| Other values (25) | 10966 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45769 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 6960 | |
| E | 5062 | |
| R | 5014 | |
| O | 3434 | 7.5% |
| Z | 2880 | 6.3% |
| I | 2655 | 5.8% |
| N | 2630 | 5.7% |
| L | 2367 | 5.2% |
| S | 2070 | 4.5% |
| G | 1731 | 3.8% |
| Other values (25) | 10966 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45769 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 6960 | |
| E | 5062 | |
| R | 5014 | |
| O | 3434 | 7.5% |
| Z | 2880 | 6.3% |
| I | 2655 | 5.8% |
| N | 2630 | 5.7% |
| L | 2367 | 5.2% |
| S | 2070 | 4.5% |
| G | 1731 | 3.8% |
| Other values (25) | 10966 |
SEXO
Categorical
High correlation  Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 15849 |
| Missing (%) | 69.5% |
| Memory size | 178.2 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 4102 | 18.0% |
| F | 2837 | 12.4% |
| (Missing) | 15849 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 4102 | |
| f | 2837 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 4102 | |
| F | 2837 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6939 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 4102 | |
| F | 2837 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6939 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 4102 | |
| F | 2837 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6939 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 4102 | |
| F | 2837 |
Missing 
| Distinct | 2845 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 15849 |
| Missing (%) | 69.5% |
| Memory size | 178.2 KiB |
| Minimum | 1936-05-13 00:00:00 |
|---|---|
| Maximum | 2004-10-24 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
RAZON_SOCIAL
Text
Missing 
| Distinct | 1845 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 6939 |
| Missing (%) | 30.5% |
| Memory size | 178.2 KiB |
Length
| Max length | 84 |
|---|---|
| Median length | 61 |
| Mean length | 33.841504 |
| Min length | 8 |
Unique
| Unique | 898 ? |
|---|---|
| Unique (%) | 5.7% |
Sample
| 1st row | LAMINA DESPLEGADA SA DE CV |
|---|---|
| 2nd row | CAFE EL MARINO |
| 3rd row | CAFE EL MARINO |
| 4th row | CAFE EL MARINO |
| 5th row | SCHETTINO HERMANOS, S. DE R.L. DE C.V. |
| Value | Count | Frequency (%) |
| de | 17233 | 18.4% |
| cv | 6862 | 7.3% |
| sa | 6490 | 6.9% |
| c.v | 5928 | 6.3% |
| s.a | 5038 | 5.4% |
| y | 1912 | 2.0% |
| mexico | 1889 | 2.0% |
| s | 1878 | 2.0% |
| del | 1791 | 1.9% |
| sofom | 1280 | 1.4% |
| Other values (2805) | 43548 |
Most occurring characters
| Value | Count | Frequency (%) |
| 79479 | ||
| E | 53423 | 10.0% |
| A | 46968 | 8.8% |
| S | 39624 | 7.4% |
| C | 33442 | 6.2% |
| . | 31485 | 5.9% |
| O | 29938 | 5.6% |
| R | 29787 | 5.6% |
| I | 28745 | 5.4% |
| D | 27533 | 5.1% |
| Other values (70) | 135930 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 536354 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 79479 | ||
| E | 53423 | 10.0% |
| A | 46968 | 8.8% |
| S | 39624 | 7.4% |
| C | 33442 | 6.2% |
| . | 31485 | 5.9% |
| O | 29938 | 5.6% |
| R | 29787 | 5.6% |
| I | 28745 | 5.4% |
| D | 27533 | 5.1% |
| Other values (70) | 135930 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 536354 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 79479 | ||
| E | 53423 | 10.0% |
| A | 46968 | 8.8% |
| S | 39624 | 7.4% |
| C | 33442 | 6.2% |
| . | 31485 | 5.9% |
| O | 29938 | 5.6% |
| R | 29787 | 5.6% |
| I | 28745 | 5.4% |
| D | 27533 | 5.1% |
| Other values (70) | 135930 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 536354 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 79479 | ||
| E | 53423 | 10.0% |
| A | 46968 | 8.8% |
| S | 39624 | 7.4% |
| C | 33442 | 6.2% |
| . | 31485 | 5.9% |
| O | 29938 | 5.6% |
| R | 29787 | 5.6% |
| I | 28745 | 5.4% |
| D | 27533 | 5.1% |
| Other values (70) | 135930 |
NOMBRE_COMERCIAL
Text
Missing 
| Distinct | 1845 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 6939 |
| Missing (%) | 30.5% |
| Memory size | 178.2 KiB |
Length
| Max length | 117 |
|---|---|
| Median length | 61 |
| Mean length | 31.100259 |
| Min length | 5 |
Unique
| Unique | 898 ? |
|---|---|
| Unique (%) | 5.7% |
Sample
| 1st row | LAMINA DESPLEGADA SA DE CV |
|---|---|
| 2nd row | CAFE EL MARINO |
| 3rd row | CAFE EL MARINO |
| 4th row | CAFE EL MARINO |
| 5th row | SCHETTINO HERMANOS, S. DE R.L. DE C.V. |
| Value | Count | Frequency (%) |
| de | 14866 | 17.6% |
| cv | 5680 | 6.7% |
| sa | 5582 | 6.6% |
| c.v | 4836 | 5.7% |
| s.a | 4293 | 5.1% |
| y | 1906 | 2.3% |
| mexico | 1890 | 2.2% |
| del | 1803 | 2.1% |
| s | 1788 | 2.1% |
| r.l | 1004 | 1.2% |
| Other values (2798) | 40906 |
Most occurring characters
| Value | Count | Frequency (%) |
| 69962 | ||
| E | 50017 | 10.1% |
| A | 44770 | 9.1% |
| S | 35982 | 7.3% |
| C | 31277 | 6.3% |
| R | 28653 | 5.8% |
| I | 28295 | 5.7% |
| O | 27705 | 5.6% |
| D | 25219 | 5.1% |
| . | 23755 | 4.8% |
| Other values (70) | 127273 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 492908 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 69962 | ||
| E | 50017 | 10.1% |
| A | 44770 | 9.1% |
| S | 35982 | 7.3% |
| C | 31277 | 6.3% |
| R | 28653 | 5.8% |
| I | 28295 | 5.7% |
| O | 27705 | 5.6% |
| D | 25219 | 5.1% |
| . | 23755 | 4.8% |
| Other values (70) | 127273 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 492908 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 69962 | ||
| E | 50017 | 10.1% |
| A | 44770 | 9.1% |
| S | 35982 | 7.3% |
| C | 31277 | 6.3% |
| R | 28653 | 5.8% |
| I | 28295 | 5.7% |
| O | 27705 | 5.6% |
| D | 25219 | 5.1% |
| . | 23755 | 4.8% |
| Other values (70) | 127273 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 492908 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 69962 | ||
| E | 50017 | 10.1% |
| A | 44770 | 9.1% |
| S | 35982 | 7.3% |
| C | 31277 | 6.3% |
| R | 28653 | 5.8% |
| I | 28295 | 5.7% |
| O | 27705 | 5.6% |
| D | 25219 | 5.1% |
| . | 23755 | 4.8% |
| Other values (70) | 127273 |
NO_EMPLEADOS
Real number (ℝ)
High correlation  Skewed 
| Distinct | 301 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 281.65451 |
| Minimum | 0 |
|---|---|
| Maximum | 130000 |
| Zeros | 141 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 20 |
| Q3 | 80 |
| 95-th percentile | 850 |
| Maximum | 130000 |
| Range | 130000 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 2872.6355 |
|---|---|
| Coefficient of variation (CV) | 10.199146 |
| Kurtosis | 1168.5826 |
| Mean | 281.65451 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 31.642032 |
| Sum | 6418343 |
| Variance | 8252034.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4273 | |
| 500 | 1545 | 6.8% |
| 10 | 1542 | 6.8% |
| 5 | 1297 | 5.7% |
| 20 | 950 | 4.2% |
| 50 | 770 | 3.4% |
| 354 | 769 | 3.4% |
| 1270 | 742 | 3.3% |
| 15 | 586 | 2.6% |
| 8 | 507 | 2.2% |
| Other values (291) | 9807 |
| Value | Count | Frequency (%) |
| 0 | 141 | 0.6% |
| 1 | 4273 | |
| 2 | 263 | 1.2% |
| 3 | 503 | 2.2% |
| 4 | 185 | 0.8% |
| 5 | 1297 | 5.7% |
| 6 | 328 | 1.4% |
| 7 | 351 | 1.5% |
| 8 | 507 | 2.2% |
| 9 | 252 | 1.1% |
| Value | Count | Frequency (%) |
| 130000 | 1 | < 0.1% |
| 128475 | 1 | < 0.1% |
| 120800 | 3 | < 0.1% |
| 93184 | 8 | |
| 42000 | 3 | < 0.1% |
| 32347 | 17 | |
| 26064 | 17 | |
| 22241 | 1 | < 0.1% |
| 15000 | 4 | < 0.1% |
| 14000 | 8 |
VENTAS_NETAS
Real number (ℝ)
High correlation  Skewed 
| Distinct | 1274 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2019786 × 109 |
| Minimum | 0 |
|---|---|
| Maximum | 1.6308529 × 1012 |
| Zeros | 141 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5001 |
| Q1 | 113892 |
| median | 9000507 |
| Q3 | 93285120 |
| 95-th percentile | 4.187462 × 109 |
| Maximum | 1.6308529 × 1012 |
| Range | 1.6308529 × 1012 |
| Interquartile range (IQR) | 93171228 |
Descriptive statistics
| Standard deviation | 2.2504494 × 1010 |
|---|---|
| Coefficient of variation (CV) | 18.722874 |
| Kurtosis | 3851.8161 |
| Mean | 1.2019786 × 109 |
| Median Absolute Deviation (MAD) | 8995506 |
| Skewness | 58.252748 |
| Sum | 2.7390688 × 1013 |
| Variance | 5.0645225 × 1020 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5001 | 3452 | 15.1% |
| 50000 | 1206 | 5.3% |
| 9892253586 | 742 | 3.3% |
| 4187462000 | 698 | 3.1% |
| 150000 | 556 | 2.4% |
| 29106853 | 531 | 2.3% |
| 93285120 | 445 | 2.0% |
| 5000 | 423 | 1.9% |
| 121456183 | 374 | 1.6% |
| 581556532.1 | 265 | 1.2% |
| Other values (1264) | 14096 |
| Value | Count | Frequency (%) |
| 0 | 141 | 0.6% |
| 1 | 102 | 0.4% |
| 100 | 2 | < 0.1% |
| 1800 | 2 | < 0.1% |
| 2812.57 | 19 | 0.1% |
| 5000 | 423 | 1.9% |
| 5001 | 3452 | |
| 5500 | 7 | < 0.1% |
| 7000 | 1 | < 0.1% |
| 7500 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.63085289 × 1012 | 3 | < 0.1% |
| 6.43404732 × 1011 | 8 | |
| 1.96607 × 1011 | 3 | < 0.1% |
| 4.62487704 × 1010 | 1 | < 0.1% |
| 3.965681318 × 1010 | 16 | |
| 3.55850007 × 1010 | 1 | < 0.1% |
| 3.3430939 × 1010 | 2 | < 0.1% |
| 3.1133 × 1010 | 9 | |
| 3.10379058 × 1010 | 17 | |
| 2.778811182 × 1010 | 1 | < 0.1% |
PAIS
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| MEXICO | |
|---|---|
| ALEMANIA | 2 |
| ESTADOS UNIDOS | 1 |
Length
| Max length | 14 |
|---|---|
| Median length | 6 |
| Mean length | 6.0005266 |
| Min length | 6 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | MEXICO |
|---|---|
| 2nd row | MEXICO |
| 3rd row | MEXICO |
| 4th row | MEXICO |
| 5th row | MEXICO |
Common Values
| Value | Count | Frequency (%) |
| MEXICO | 22785 | |
| ALEMANIA | 2 | < 0.1% |
| ESTADOS UNIDOS | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| mexico | 22785 | |
| alemania | 2 | < 0.1% |
| estados | 1 | < 0.1% |
| unidos | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 22788 | |
| I | 22788 | |
| M | 22787 | |
| O | 22787 | |
| X | 22785 | |
| C | 22785 | |
| A | 7 | < 0.1% |
| N | 3 | < 0.1% |
| S | 3 | < 0.1% |
| L | 2 | < 0.1% |
| Other values (4) | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 136740 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 22788 | |
| I | 22788 | |
| M | 22787 | |
| O | 22787 | |
| X | 22785 | |
| C | 22785 | |
| A | 7 | < 0.1% |
| N | 3 | < 0.1% |
| S | 3 | < 0.1% |
| L | 2 | < 0.1% |
| Other values (4) | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 136740 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 22788 | |
| I | 22788 | |
| M | 22787 | |
| O | 22787 | |
| X | 22785 | |
| C | 22785 | |
| A | 7 | < 0.1% |
| N | 3 | < 0.1% |
| S | 3 | < 0.1% |
| L | 2 | < 0.1% |
| Other values (4) | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 136740 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 22788 | |
| I | 22788 | |
| M | 22787 | |
| O | 22787 | |
| X | 22785 | |
| C | 22785 | |
| A | 7 | < 0.1% |
| N | 3 | < 0.1% |
| S | 3 | < 0.1% |
| L | 2 | < 0.1% |
| Other values (4) | 5 | < 0.1% |
NACIONALIDAD
Categorical
High correlation  Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| MEXICANA | |
|---|---|
| ALEMANA | 2 |
| ESTADOUNIDENSE | 1 |
Length
| Max length | 14 |
|---|---|
| Median length | 8 |
| Mean length | 8.0001755 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | MEXICANA |
|---|---|
| 2nd row | MEXICANA |
| 3rd row | MEXICANA |
| 4th row | MEXICANA |
| 5th row | MEXICANA |
Common Values
| Value | Count | Frequency (%) |
| MEXICANA | 22785 | |
| ALEMANA | 2 | < 0.1% |
| ESTADOUNIDENSE | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| mexicana | 22785 | |
| alemana | 2 | < 0.1% |
| estadounidense | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 45577 | |
| E | 22790 | |
| N | 22789 | |
| M | 22787 | |
| I | 22786 | |
| X | 22785 | |
| C | 22785 | |
| L | 2 | < 0.1% |
| S | 2 | < 0.1% |
| D | 2 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 182308 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 45577 | |
| E | 22790 | |
| N | 22789 | |
| M | 22787 | |
| I | 22786 | |
| X | 22785 | |
| C | 22785 | |
| L | 2 | < 0.1% |
| S | 2 | < 0.1% |
| D | 2 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 182308 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 45577 | |
| E | 22790 | |
| N | 22789 | |
| M | 22787 | |
| I | 22786 | |
| X | 22785 | |
| C | 22785 | |
| L | 2 | < 0.1% |
| S | 2 | < 0.1% |
| D | 2 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 182308 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 45577 | |
| E | 22790 | |
| N | 22789 | |
| M | 22787 | |
| I | 22786 | |
| X | 22785 | |
| C | 22785 | |
| L | 2 | < 0.1% |
| S | 2 | < 0.1% |
| D | 2 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
DELEGACION_MUNICIPIO
Categorical
High correlation  Missing 
| Distinct | 38 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 22033 |
| Missing (%) | 96.7% |
| Memory size | 178.2 KiB |
| MONTERREY | |
|---|---|
| CULIACAN | |
| SAN LUIS POTOSI | |
| PARRAS DE LA FUENTE | |
| ISLA MUJERES | |
| Other values (33) |
Length
| Max length | 28 |
|---|---|
| Median length | 26 |
| Mean length | 10.2 |
| Min length | 4 |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 1.7% |
Sample
| 1st row | SANTA CATARINA LA FAMA |
|---|---|
| 2nd row | MAZATLAN |
| 3rd row | MAZATLAN |
| 4th row | MAZATLAN |
| 5th row | ORIZABA |
Common Values
| Value | Count | Frequency (%) |
| MONTERREY | 334 | 1.5% |
| CULIACAN | 115 | 0.5% |
| SAN LUIS POTOSI | 66 | 0.3% |
| PARRAS DE LA FUENTE | 38 | 0.2% |
| ISLA MUJERES | 37 | 0.2% |
| VERACRUZ | 34 | 0.1% |
| TORREON | 32 | 0.1% |
| GUADALAJARA | 23 | 0.1% |
| IZTACALCO | 13 | 0.1% |
| SALTO EL | 7 | < 0.1% |
| Other values (28) | 56 | 0.2% |
| (Missing) | 22033 |
Length
| Value | Count | Frequency (%) |
| monterrey | 334 | |
| culiacan | 115 | 10.5% |
| san | 67 | 6.1% |
| luis | 66 | 6.0% |
| potosi | 66 | 6.0% |
| de | 47 | 4.3% |
| la | 39 | 3.6% |
| parras | 38 | 3.5% |
| fuente | 38 | 3.5% |
| mujeres | 37 | 3.4% |
| Other values (48) | 246 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 986 | |
| R | 972 | |
| A | 746 | |
| N | 625 | 8.1% |
| O | 607 | 7.9% |
| T | 513 | 6.7% |
| M | 390 | 5.1% |
| L | 359 | 4.7% |
| U | 351 | 4.6% |
| S | 339 | 4.4% |
| Other values (17) | 1813 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7701 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 986 | |
| R | 972 | |
| A | 746 | |
| N | 625 | 8.1% |
| O | 607 | 7.9% |
| T | 513 | 6.7% |
| M | 390 | 5.1% |
| L | 359 | 4.7% |
| U | 351 | 4.6% |
| S | 339 | 4.4% |
| Other values (17) | 1813 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7701 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 986 | |
| R | 972 | |
| A | 746 | |
| N | 625 | 8.1% |
| O | 607 | 7.9% |
| T | 513 | 6.7% |
| M | 390 | 5.1% |
| L | 359 | 4.7% |
| U | 351 | 4.6% |
| S | 339 | 4.4% |
| Other values (17) | 1813 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7701 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 986 | |
| R | 972 | |
| A | 746 | |
| N | 625 | 8.1% |
| O | 607 | 7.9% |
| T | 513 | 6.7% |
| M | 390 | 5.1% |
| L | 359 | 4.7% |
| U | 351 | 4.6% |
| S | 339 | 4.4% |
| Other values (17) | 1813 |
ENTIDAD_FEDERATIVA
Categorical
High correlation  Missing 
| Distinct | 21 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 22033 |
| Missing (%) | 96.7% |
| Memory size | 178.2 KiB |
| NUEVO LEON | |
|---|---|
| SINALOA | |
| COAHUILA DE ZARAGOZA | |
| SAN LUIS POTOSI | |
| JALISCO | |
| Other values (16) |
Length
| Max length | 20 |
|---|---|
| Median length | 19 |
| Mean length | 10.85298 |
| Min length | 6 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | NUEVO LEON |
|---|---|
| 2nd row | SINALOA |
| 3rd row | SINALOA |
| 4th row | SINALOA |
| 5th row | VERACRUZ |
Common Values
| Value | Count | Frequency (%) |
| NUEVO LEON | 341 | 1.5% |
| SINALOA | 119 | 0.5% |
| COAHUILA DE ZARAGOZA | 70 | 0.3% |
| SAN LUIS POTOSI | 66 | 0.3% |
| JALISCO | 40 | 0.2% |
| QUINTANA ROO | 37 | 0.2% |
| VERACRUZ | 36 | 0.2% |
| CIUDAD DE MEXICO | 21 | 0.1% |
| GUANAJUATO | 4 | < 0.1% |
| MEXICO | 3 | < 0.1% |
| Other values (11) | 18 | 0.1% |
| (Missing) | 22033 |
Length
| Value | Count | Frequency (%) |
| nuevo | 341 | |
| leon | 341 | |
| sinaloa | 119 | 8.2% |
| de | 92 | 6.3% |
| coahuila | 70 | 4.8% |
| zaragoza | 70 | 4.8% |
| san | 66 | 4.6% |
| luis | 66 | 4.6% |
| potosi | 66 | 4.6% |
| jalisco | 40 | 2.8% |
| Other values (19) | 179 |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 1227 | |
| N | 952 | |
| A | 872 | |
| E | 841 | |
| 695 | ||
| L | 639 | |
| U | 593 | |
| I | 452 | 5.5% |
| V | 377 | 4.6% |
| S | 358 | 4.4% |
| Other values (15) | 1188 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8194 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 1227 | |
| N | 952 | |
| A | 872 | |
| E | 841 | |
| 695 | ||
| L | 639 | |
| U | 593 | |
| I | 452 | 5.5% |
| V | 377 | 4.6% |
| S | 358 | 4.4% |
| Other values (15) | 1188 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8194 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 1227 | |
| N | 952 | |
| A | 872 | |
| E | 841 | |
| 695 | ||
| L | 639 | |
| U | 593 | |
| I | 452 | 5.5% |
| V | 377 | 4.6% |
| S | 358 | 4.4% |
| Other values (15) | 1188 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8194 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 1227 | |
| N | 952 | |
| A | 872 | |
| E | 841 | |
| 695 | ||
| L | 639 | |
| U | 593 | |
| I | 452 | 5.5% |
| V | 377 | 4.6% |
| S | 358 | 4.4% |
| Other values (15) | 1188 |
TIPO_SECTOR
Categorical
High correlation 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| INDUSTRIAS MANUFACTURERAS | |
|---|---|
| COMERCIO | |
| SERVICIOS COMUNALES Y SOCIALES (HOTELES Y RESTAURANTES) | |
| SERVICIOS FINANCIEROS, DE ADMON Y ALQUILER DE BIENES MUEBLES | |
| TRANSPORTES Y COMUNICACIONES | |
| Other values (3) |
Length
| Max length | 60 |
|---|---|
| Median length | 55 |
| Mean length | 25.769089 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INDUSTRIAS MANUFACTURERAS |
|---|---|
| 2nd row | INDUSTRIAS MANUFACTURERAS |
| 3rd row | INDUSTRIAS MANUFACTURERAS |
| 4th row | INDUSTRIAS MANUFACTURERAS |
| 5th row | COMERCIO |
Common Values
| Value | Count | Frequency (%) |
| INDUSTRIAS MANUFACTURERAS | 9539 | |
| COMERCIO | 6168 | |
| SERVICIOS COMUNALES Y SOCIALES (HOTELES Y RESTAURANTES) | 2095 | 9.2% |
| SERVICIOS FINANCIEROS, DE ADMON Y ALQUILER DE BIENES MUEBLES | 1924 | 8.4% |
| TRANSPORTES Y COMUNICACIONES | 1840 | 8.1% |
| CONSTRUCCION | 1059 | 4.6% |
| MINERIA Y EXTRACCION DE PETROLEO | 109 | 0.5% |
| ELECTRICIDAD Y AGUA | 54 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| industrias | 9539 | |
| manufactureras | 9539 | |
| y | 8117 | |
| comercio | 6168 | |
| servicios | 4019 | 6.2% |
| de | 3957 | 6.1% |
| comunales | 2095 | 3.2% |
| sociales | 2095 | 3.2% |
| hoteles | 2095 | 3.2% |
| restaurantes | 2095 | 3.2% |
| Other values (13) | 14794 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 61576 | |
| A | 56368 | |
| E | 52021 | |
| R | 51962 | |
| I | 48249 | 8.2% |
| 41725 | 7.1% | |
| C | 41031 | 7.0% |
| U | 39608 | 6.7% |
| N | 38820 | 6.6% |
| O | 34453 | 5.9% |
| Other values (16) | 121413 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 587226 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 61576 | |
| A | 56368 | |
| E | 52021 | |
| R | 51962 | |
| I | 48249 | 8.2% |
| 41725 | 7.1% | |
| C | 41031 | 7.0% |
| U | 39608 | 6.7% |
| N | 38820 | 6.6% |
| O | 34453 | 5.9% |
| Other values (16) | 121413 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 587226 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 61576 | |
| A | 56368 | |
| E | 52021 | |
| R | 51962 | |
| I | 48249 | 8.2% |
| 41725 | 7.1% | |
| C | 41031 | 7.0% |
| U | 39608 | 6.7% |
| N | 38820 | 6.6% |
| O | 34453 | 5.9% |
| Other values (16) | 121413 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 587226 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 61576 | |
| A | 56368 | |
| E | 52021 | |
| R | 51962 | |
| I | 48249 | 8.2% |
| 41725 | 7.1% | |
| C | 41031 | 7.0% |
| U | 39608 | 6.7% |
| N | 38820 | 6.6% |
| O | 34453 | 5.9% |
| Other values (16) | 121413 |
TIPO_SUBSECTOR
Categorical
High correlation 
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| COMERCIO AL POR MAYOR | |
|---|---|
| PRODUCTOS METALICOS ,MAQUINARIA Y EQUIPO.(I) INSTRUMENTOS Q | |
| PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | |
| TRANSPORTE FERROVIARIO, METRO, TRANVIAS Y TROLEBUSES | |
| SERVICIOS FINANCIEROS DE SEGUROS Y FINANZAS | |
| Other values (24) |
Length
| Max length | 60 |
|---|---|
| Median length | 58 |
| Mean length | 38.843909 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INDUSTRIAS METALICAS BASICAS |
|---|---|
| 2nd row | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO |
| 3rd row | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO |
| 4th row | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO |
| 5th row | COMERCIO AL POR MAYOR |
Common Values
| Value | Count | Frequency (%) |
| COMERCIO AL POR MAYOR | 4438 | |
| PRODUCTOS METALICOS ,MAQUINARIA Y EQUIPO.(I) INSTRUMENTOS Q | 3874 | |
| PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | 2692 | |
| TRANSPORTE FERROVIARIO, METRO, TRANVIAS Y TROLEBUSES | 1819 | |
| SERVICIOS FINANCIEROS DE SEGUROS Y FINANZAS | 1708 | 7.5% |
| COMERCIO AL POR MENOR | 1575 | 6.9% |
| CONSTRUCCION | 1059 | 4.6% |
| OTRAS INDUSTRIAS MANUFACTURERAS | 1007 | 4.4% |
| SERVICIOS DE REPARACION Y MANTENIMIENTO | 919 | 4.0% |
| SERVICIOS PROFESIONALES, TECNICOS ESPECIALIZAOS | 873 | 3.8% |
| Other values (19) | 2824 |
Length
| Value | Count | Frequency (%) |
| y | 13279 | 11.3% |
| productos | 7887 | 6.7% |
| comercio | 6013 | 5.1% |
| por | 6013 | 5.1% |
| al | 6013 | 5.1% |
| de | 5432 | 4.6% |
| mayor | 4438 | 3.8% |
| metalicos | 4045 | 3.4% |
| maquinaria | 3874 | 3.3% |
| equipo.(i | 3874 | 3.3% |
| Other values (81) | 56695 |
Most occurring characters
| Value | Count | Frequency (%) |
| 94775 | ||
| O | 86173 | 9.7% |
| I | 77029 | 8.7% |
| R | 69908 | 7.9% |
| A | 69100 | 7.8% |
| E | 67483 | 7.6% |
| S | 64275 | 7.3% |
| T | 47078 | 5.3% |
| C | 45863 | 5.2% |
| N | 40889 | 4.6% |
| Other values (18) | 222602 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 885175 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 94775 | ||
| O | 86173 | 9.7% |
| I | 77029 | 8.7% |
| R | 69908 | 7.9% |
| A | 69100 | 7.8% |
| E | 67483 | 7.6% |
| S | 64275 | 7.3% |
| T | 47078 | 5.3% |
| C | 45863 | 5.2% |
| N | 40889 | 4.6% |
| Other values (18) | 222602 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 885175 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 94775 | ||
| O | 86173 | 9.7% |
| I | 77029 | 8.7% |
| R | 69908 | 7.9% |
| A | 69100 | 7.8% |
| E | 67483 | 7.6% |
| S | 64275 | 7.3% |
| T | 47078 | 5.3% |
| C | 45863 | 5.2% |
| N | 40889 | 4.6% |
| Other values (18) | 222602 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 885175 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 94775 | ||
| O | 86173 | 9.7% |
| I | 77029 | 8.7% |
| R | 69908 | 7.9% |
| A | 69100 | 7.8% |
| E | 67483 | 7.6% |
| S | 64275 | 7.3% |
| T | 47078 | 5.3% |
| C | 45863 | 5.2% |
| N | 40889 | 4.6% |
| Other values (18) | 222602 |
TIPO_RAMA
Text
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
Length
| Max length | 60 |
|---|---|
| Median length | 59 |
| Mean length | 48.957785 |
| Min length | 11 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | INDUSTRIAS BASICAS DE METALES NO FERROSOS. (I) EL TRATAMIENT |
|---|---|
| 2nd row | BENEFICIO Y MOLIENDA DE CEREALES Y OTROS PRODUCTOS AGRICOLAS |
| 3rd row | BENEFICIO Y MOLIENDA DE CEREALES Y OTROS PRODUCTOS AGRICOLAS |
| 4th row | BENEFICIO Y MOLIENDA DE CEREALES Y OTROS PRODUCTOS AGRICOLAS |
| 5th row | COMERCIO DE PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO AL POR |
| Value | Count | Frequency (%) |
| de | 22004 | 13.8% |
| y | 10839 | 6.8% |
| productos | 8805 | 5.5% |
| alimenticios | 6682 | 4.2% |
| por | 6349 | 4.0% |
| comercio | 5938 | 3.7% |
| al | 5937 | 3.7% |
| reparacion | 4566 | 2.9% |
| maquinaria | 4352 | 2.7% |
| fabricacion | 4301 | 2.7% |
| Other values (213) | 79878 |
Most occurring characters
| Value | Count | Frequency (%) |
| 137991 | ||
| O | 106238 | 9.5% |
| A | 105808 | 9.5% |
| I | 96030 | 8.6% |
| E | 95525 | 8.6% |
| R | 75952 | 6.8% |
| C | 70732 | 6.3% |
| S | 62418 | 5.6% |
| N | 60677 | 5.4% |
| T | 38206 | 3.4% |
| Other values (21) | 266073 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1115650 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 137991 | ||
| O | 106238 | 9.5% |
| A | 105808 | 9.5% |
| I | 96030 | 8.6% |
| E | 95525 | 8.6% |
| R | 75952 | 6.8% |
| C | 70732 | 6.3% |
| S | 62418 | 5.6% |
| N | 60677 | 5.4% |
| T | 38206 | 3.4% |
| Other values (21) | 266073 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1115650 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 137991 | ||
| O | 106238 | 9.5% |
| A | 105808 | 9.5% |
| I | 96030 | 8.6% |
| E | 95525 | 8.6% |
| R | 75952 | 6.8% |
| C | 70732 | 6.3% |
| S | 62418 | 5.6% |
| N | 60677 | 5.4% |
| T | 38206 | 3.4% |
| Other values (21) | 266073 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1115650 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 137991 | ||
| O | 106238 | 9.5% |
| A | 105808 | 9.5% |
| I | 96030 | 8.6% |
| E | 95525 | 8.6% |
| R | 75952 | 6.8% |
| C | 70732 | 6.3% |
| S | 62418 | 5.6% |
| N | 60677 | 5.4% |
| T | 38206 | 3.4% |
| Other values (21) | 266073 |
TIPO_CLASE
Text
| Distinct | 304 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
Length
| Max length | 60 |
|---|---|
| Median length | 60 |
| Mean length | 56.375066 |
| Min length | 5 |
Unique
| Unique | 43 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | FUNDICION, LAMINACION, EXTRUSION, REFINACION Y/O ESTIRAJE DE |
|---|---|
| 2nd row | BENEFICIO DE CAFE |
| 3rd row | BENEFICIO DE CAFE |
| 4th row | BENEFICIO DE CAFE |
| 5th row | CHILE SECO Y ESPECIAS (I) PASTA PARA MOLE Y SIMILARES |
| Value | Count | Frequency (%) |
| de | 28728 | 14.9% |
| y | 15652 | 8.1% |
| i | 8999 | 4.7% |
| fabricacion | 5387 | 2.8% |
| ref | 4276 | 2.2% |
| aparatos | 3499 | 1.8% |
| equipos | 3454 | 1.8% |
| aire | 3453 | 1.8% |
| acondicionado | 3453 | 1.8% |
| no | 3087 | 1.6% |
| Other values (784) | 112311 |
Most occurring characters
| Value | Count | Frequency (%) |
| 170197 | ||
| A | 133794 | |
| E | 119477 | |
| O | 109405 | 8.5% |
| I | 101190 | 7.9% |
| R | 95668 | 7.4% |
| S | 76778 | 6.0% |
| C | 73025 | 5.7% |
| N | 67393 | 5.2% |
| D | 58044 | 4.5% |
| Other values (26) | 279704 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1284675 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 170197 | ||
| A | 133794 | |
| E | 119477 | |
| O | 109405 | 8.5% |
| I | 101190 | 7.9% |
| R | 95668 | 7.4% |
| S | 76778 | 6.0% |
| C | 73025 | 5.7% |
| N | 67393 | 5.2% |
| D | 58044 | 4.5% |
| Other values (26) | 279704 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1284675 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 170197 | ||
| A | 133794 | |
| E | 119477 | |
| O | 109405 | 8.5% |
| I | 101190 | 7.9% |
| R | 95668 | 7.4% |
| S | 76778 | 6.0% |
| C | 73025 | 5.7% |
| N | 67393 | 5.2% |
| D | 58044 | 4.5% |
| Other values (26) | 279704 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1284675 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 170197 | ||
| A | 133794 | |
| E | 119477 | |
| O | 109405 | 8.5% |
| I | 101190 | 7.9% |
| R | 95668 | 7.4% |
| S | 76778 | 6.0% |
| C | 73025 | 5.7% |
| N | 67393 | 5.2% |
| D | 58044 | 4.5% |
| Other values (26) | 279704 |
NUMERO_CONTRATO
Real number (ℝ)
High correlation 
| Distinct | 22735 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39518177 |
| Minimum | 5643752 |
|---|---|
| Maximum | 40709381 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 5643752 |
|---|---|
| 5-th percentile | 34459794 |
| Q1 | 40379620 |
| median | 40573686 |
| Q3 | 40659959 |
| 95-th percentile | 40700819 |
| Maximum | 40709381 |
| Range | 35065629 |
| Interquartile range (IQR) | 280339.75 |
Descriptive statistics
| Standard deviation | 2641404.1 |
|---|---|
| Coefficient of variation (CV) | 0.066840232 |
| Kurtosis | 26.954456 |
| Mean | 39518177 |
| Median Absolute Deviation (MAD) | 113362 |
| Skewness | -4.1013988 |
| Sum | 9.0054022 × 1011 |
| Variance | 6.9770157 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40709267 | 11 | < 0.1% |
| 40709252 | 5 | < 0.1% |
| 24231558 | 5 | < 0.1% |
| 35124289 | 5 | < 0.1% |
| 34170179 | 5 | < 0.1% |
| 34157967 | 4 | < 0.1% |
| 35199909 | 4 | < 0.1% |
| 40709255 | 4 | < 0.1% |
| 40705513 | 3 | < 0.1% |
| 34236669 | 3 | < 0.1% |
| Other values (22725) | 22739 |
| Value | Count | Frequency (%) |
| 5643752 | 1 | |
| 7406253 | 1 | |
| 7870719 | 1 | |
| 7879529 | 1 | |
| 7879715 | 1 | |
| 8058557 | 1 | |
| 8098586 | 1 | |
| 8602707 | 1 | |
| 8622186 | 1 | |
| 8622187 | 1 |
| Value | Count | Frequency (%) |
| 40709381 | 1 | |
| 40709380 | 1 | |
| 40709379 | 1 | |
| 40709378 | 1 | |
| 40709377 | 1 | |
| 40709376 | 1 | |
| 40709375 | 1 | |
| 40709374 | 1 | |
| 40709373 | 1 | |
| 40709372 | 1 |
NUMERO_PRESTAMO
Real number (ℝ)
High correlation 
| Distinct | 22584 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 204 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0925883 × 108 |
| Minimum | 71740515 |
|---|---|
| Maximum | 4.2087615 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 71740515 |
|---|---|
| 5-th percentile | 3.5894232 × 108 |
| Q1 | 4.1761063 × 108 |
| median | 4.1953925 × 108 |
| Q3 | 4.2038686 × 108 |
| 95-th percentile | 4.2078765 × 108 |
| Maximum | 4.2087615 × 108 |
| Range | 3.4913563 × 108 |
| Interquartile range (IQR) | 2776224.5 |
Descriptive statistics
| Standard deviation | 26146913 |
|---|---|
| Coefficient of variation (CV) | 0.063888452 |
| Kurtosis | 27.837987 |
| Mean | 4.0925883 × 108 |
| Median Absolute Deviation (MAD) | 1109541 |
| Skewness | -4.180004 |
| Sum | 9.2427014 × 1012 |
| Variance | 6.8366107 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 405327964 | 1 | < 0.1% |
| 420377346 | 1 | < 0.1% |
| 355828125 | 1 | < 0.1% |
| 359792148 | 1 | < 0.1% |
| 359792193 | 1 | < 0.1% |
| 420279587 | 1 | < 0.1% |
| 420265010 | 1 | < 0.1% |
| 420265243 | 1 | < 0.1% |
| 379031708 | 1 | < 0.1% |
| 420562556 | 1 | < 0.1% |
| Other values (22574) | 22574 | |
| (Missing) | 204 | 0.9% |
| Value | Count | Frequency (%) |
| 71740515 | 1 | |
| 89357139 | 1 | |
| 93998091 | 1 | |
| 94086378 | 1 | |
| 94088303 | 1 | |
| 95876638 | 1 | |
| 96282778 | 1 | |
| 101313464 | 1 | |
| 101508094 | 1 | |
| 101508101 | 1 |
| Value | Count | Frequency (%) |
| 420876146 | 1 | |
| 420876137 | 1 | |
| 420876128 | 1 | |
| 420876119 | 1 | |
| 420876100 | 1 | |
| 420876093 | 1 | |
| 420876084 | 1 | |
| 420876075 | 1 | |
| 420876066 | 1 | |
| 420876057 | 1 |
FECHA_APERTURA
Date
| Distinct | 1141 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| Minimum | 2007-04-24 00:00:00 |
|---|---|
| Maximum | 2025-01-28 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
AÑO_REGISTRO
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2023.4406 |
| Minimum | 2007 |
|---|---|
| Maximum | 2025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 2007 |
|---|---|
| 5-th percentile | 2021 |
| Q1 | 2024 |
| median | 2024 |
| Q3 | 2024 |
| 95-th percentile | 2024 |
| Maximum | 2025 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4373069 |
|---|---|
| Coefficient of variation (CV) | 0.00071032819 |
| Kurtosis | 21.784156 |
| Mean | 2023.4406 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -3.9161485 |
| Sum | 46110164 |
| Variance | 2.0658511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2024 | 18206 | |
| 2022 | 1304 | 5.7% |
| 2021 | 1264 | 5.5% |
| 2023 | 1151 | 5.1% |
| 2020 | 299 | 1.3% |
| 2018 | 177 | 0.8% |
| 2017 | 110 | 0.5% |
| 2019 | 103 | 0.5% |
| 2016 | 82 | 0.4% |
| 2015 | 26 | 0.1% |
| Other values (9) | 66 | 0.3% |
| Value | Count | Frequency (%) |
| 2007 | 1 | < 0.1% |
| 2008 | 6 | < 0.1% |
| 2009 | 10 | < 0.1% |
| 2010 | 8 | < 0.1% |
| 2011 | 3 | < 0.1% |
| 2012 | 4 | < 0.1% |
| 2013 | 17 | 0.1% |
| 2014 | 12 | 0.1% |
| 2015 | 26 | 0.1% |
| 2016 | 82 |
| Value | Count | Frequency (%) |
| 2025 | 5 | < 0.1% |
| 2024 | 18206 | |
| 2023 | 1151 | 5.1% |
| 2022 | 1304 | 5.7% |
| 2021 | 1264 | 5.5% |
| 2020 | 299 | 1.3% |
| 2019 | 103 | 0.5% |
| 2018 | 177 | 0.8% |
| 2017 | 110 | 0.5% |
| 2016 | 82 | 0.4% |
MES_REGISTRO
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9525189 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.325327 |
|---|---|
| Coefficient of variation (CV) | 0.25973997 |
| Kurtosis | 2.7367869 |
| Mean | 8.9525189 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.7681332 |
| Sum | 204010 |
| Variance | 5.4071455 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 9082 | |
| 9 | 3929 | |
| 11 | 3430 | 15.1% |
| 8 | 2280 | 10.0% |
| 12 | 608 | 2.7% |
| 6 | 574 | 2.5% |
| 3 | 568 | 2.5% |
| 7 | 553 | 2.4% |
| 5 | 497 | 2.2% |
| 4 | 454 | 2.0% |
| Other values (2) | 813 | 3.6% |
| Value | Count | Frequency (%) |
| 1 | 383 | 1.7% |
| 2 | 430 | 1.9% |
| 3 | 568 | 2.5% |
| 4 | 454 | 2.0% |
| 5 | 497 | 2.2% |
| 6 | 574 | 2.5% |
| 7 | 553 | 2.4% |
| 8 | 2280 | 10.0% |
| 9 | 3929 | |
| 10 | 9082 |
| Value | Count | Frequency (%) |
| 12 | 608 | 2.7% |
| 11 | 3430 | 15.1% |
| 10 | 9082 | |
| 9 | 3929 | |
| 8 | 2280 | 10.0% |
| 7 | 553 | 2.4% |
| 6 | 574 | 2.5% |
| 5 | 497 | 2.2% |
| 4 | 454 | 2.0% |
| 3 | 568 | 2.5% |
DIA_REGISTRO
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.4835 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 18 |
| Q3 | 25 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 9.5216959 |
|---|---|
| Coefficient of variation (CV) | 0.57765013 |
| Kurtosis | -1.2835406 |
| Mean | 16.4835 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.17917262 |
| Sum | 375626 |
| Variance | 90.662693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1661 | 7.3% |
| 4 | 1588 | 7.0% |
| 18 | 1285 | 5.6% |
| 23 | 1261 | 5.5% |
| 30 | 1248 | 5.5% |
| 25 | 1064 | 4.7% |
| 11 | 1060 | 4.7% |
| 21 | 964 | 4.2% |
| 28 | 940 | 4.1% |
| 5 | 770 | 3.4% |
| Other values (21) | 10947 |
| Value | Count | Frequency (%) |
| 1 | 1661 | |
| 2 | 468 | 2.1% |
| 3 | 384 | 1.7% |
| 4 | 1588 | |
| 5 | 770 | |
| 6 | 345 | 1.5% |
| 7 | 344 | 1.5% |
| 8 | 269 | 1.2% |
| 9 | 476 | 2.1% |
| 10 | 698 |
| Value | Count | Frequency (%) |
| 31 | 643 | |
| 30 | 1248 | |
| 29 | 632 | |
| 28 | 940 | |
| 27 | 743 | |
| 26 | 725 | |
| 25 | 1064 | |
| 24 | 670 | |
| 23 | 1261 | |
| 22 | 766 |
| Distinct | 1117 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Unique
| Unique | 381 ? |
|---|---|
| Unique (%) | 1.7% |
Sample
| 1st row | 2025-04-16 00:00:00 |
|---|---|
| 2nd row | 2025-04-03 00:00:00 |
| 3rd row | 2025-03-03 00:00:00 |
| 4th row | 2025-02-17 00:00:00 |
| 5th row | 2025-02-11 00:00:00 |
| Value | Count | Frequency (%) |
| 00:00:00 | 22788 | |
| 2025-03-04 | 2451 | 5.4% |
| 2025-02-07 | 1303 | 2.9% |
| 2025-02-11 | 950 | 2.1% |
| 2025-02-13 | 913 | 2.0% |
| 2025-02-26 | 879 | 1.9% |
| 2025-02-17 | 831 | 1.8% |
| 2025-02-20 | 827 | 1.8% |
| 2025-02-24 | 715 | 1.6% |
| 2025-03-06 | 625 | 1.4% |
| Other values (1108) | 13294 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 191152 | |
| 2 | 62047 | 14.3% |
| - | 45576 | 10.5% |
| : | 45576 | 10.5% |
| 22788 | 5.3% | |
| 5 | 19028 | 4.4% |
| 1 | 14014 | 3.2% |
| 3 | 10483 | 2.4% |
| 7 | 6741 | 1.6% |
| 4 | 6105 | 1.4% |
| Other values (3) | 9462 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 432972 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 191152 | |
| 2 | 62047 | 14.3% |
| - | 45576 | 10.5% |
| : | 45576 | 10.5% |
| 22788 | 5.3% | |
| 5 | 19028 | 4.4% |
| 1 | 14014 | 3.2% |
| 3 | 10483 | 2.4% |
| 7 | 6741 | 1.6% |
| 4 | 6105 | 1.4% |
| Other values (3) | 9462 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 432972 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 191152 | |
| 2 | 62047 | 14.3% |
| - | 45576 | 10.5% |
| : | 45576 | 10.5% |
| 22788 | 5.3% | |
| 5 | 19028 | 4.4% |
| 1 | 14014 | 3.2% |
| 3 | 10483 | 2.4% |
| 7 | 6741 | 1.6% |
| 4 | 6105 | 1.4% |
| Other values (3) | 9462 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 432972 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 191152 | |
| 2 | 62047 | 14.3% |
| - | 45576 | 10.5% |
| : | 45576 | 10.5% |
| 22788 | 5.3% | |
| 5 | 19028 | 4.4% |
| 1 | 14014 | 3.2% |
| 3 | 10483 | 2.4% |
| 7 | 6741 | 1.6% |
| 4 | 6105 | 1.4% |
| Other values (3) | 9462 | 2.2% |
AÑO_VENCIMIENTO
Real number (ℝ)
High correlation  Skewed 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2025.7238 |
| Minimum | 2025 |
|---|---|
| Maximum | 2264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 2025 |
|---|---|
| 5-th percentile | 2025 |
| Q1 | 2025 |
| median | 2025 |
| Q3 | 2025 |
| 95-th percentile | 2029 |
| Maximum | 2264 |
| Range | 239 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.5185768 |
|---|---|
| Coefficient of variation (CV) | 0.0012432972 |
| Kurtosis | 3525.5523 |
| Mean | 2025.7238 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.37349 |
| Sum | 46162195 |
| Variance | 6.3432291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2025 | 17613 | |
| 2026 | 1569 | 6.9% |
| 2027 | 1393 | 6.1% |
| 2028 | 837 | 3.7% |
| 2029 | 744 | 3.3% |
| 2038 | 227 | 1.0% |
| 2031 | 81 | 0.4% |
| 2032 | 58 | 0.3% |
| 2030 | 49 | 0.2% |
| 2035 | 46 | 0.2% |
| Other values (11) | 171 | 0.8% |
| Value | Count | Frequency (%) |
| 2025 | 17613 | |
| 2026 | 1569 | 6.9% |
| 2027 | 1393 | 6.1% |
| 2028 | 837 | 3.7% |
| 2029 | 744 | 3.3% |
| 2030 | 49 | 0.2% |
| 2031 | 81 | 0.4% |
| 2032 | 58 | 0.3% |
| 2033 | 37 | 0.2% |
| 2034 | 36 | 0.2% |
| Value | Count | Frequency (%) |
| 2264 | 1 | < 0.1% |
| 2056 | 3 | < 0.1% |
| 2049 | 2 | < 0.1% |
| 2045 | 2 | < 0.1% |
| 2043 | 1 | < 0.1% |
| 2041 | 1 | < 0.1% |
| 2039 | 7 | < 0.1% |
| 2038 | 227 | |
| 2037 | 42 | 0.2% |
| 2036 | 39 | 0.2% |
MES_VENCIMIENTO
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6045726 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 10 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.5605907 |
|---|---|
| Coefficient of variation (CV) | 0.7103729 |
| Kurtosis | 2.7438479 |
| Mean | 3.6045726 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.9242011 |
| Sum | 82141 |
| Variance | 6.5566245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 9666 | |
| 3 | 6804 | |
| 4 | 1713 | 7.5% |
| 9 | 619 | 2.7% |
| 6 | 565 | 2.5% |
| 5 | 532 | 2.3% |
| 7 | 515 | 2.3% |
| 12 | 504 | 2.2% |
| 11 | 489 | 2.1% |
| 8 | 470 | 2.1% |
| Other values (2) | 911 | 4.0% |
| Value | Count | Frequency (%) |
| 1 | 442 | 1.9% |
| 2 | 9666 | |
| 3 | 6804 | |
| 4 | 1713 | 7.5% |
| 5 | 532 | 2.3% |
| 6 | 565 | 2.5% |
| 7 | 515 | 2.3% |
| 8 | 470 | 2.1% |
| 9 | 619 | 2.7% |
| 10 | 469 | 2.1% |
| Value | Count | Frequency (%) |
| 12 | 504 | 2.2% |
| 11 | 489 | 2.1% |
| 10 | 469 | 2.1% |
| 9 | 619 | 2.7% |
| 8 | 470 | 2.1% |
| 7 | 515 | 2.3% |
| 6 | 565 | 2.5% |
| 5 | 532 | 2.3% |
| 4 | 1713 | 7.5% |
| 3 | 6804 |
DIA_VENCIMIENTO
Real number (ℝ)
High correlation 
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.57052 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 14 |
| Q3 | 21 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 8.5831265 |
|---|---|
| Coefficient of variation (CV) | 0.58907484 |
| Kurtosis | -1.1188373 |
| Mean | 14.57052 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.22987536 |
| Sum | 332033 |
| Variance | 73.670061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2801 | 12.3% |
| 17 | 2300 | 10.1% |
| 7 | 1617 | 7.1% |
| 13 | 1570 | 6.9% |
| 10 | 1426 | 6.3% |
| 20 | 1156 | 5.1% |
| 11 | 1138 | 5.0% |
| 29 | 1070 | 4.7% |
| 26 | 978 | 4.3% |
| 27 | 874 | 3.8% |
| Other values (21) | 7858 |
| Value | Count | Frequency (%) |
| 1 | 633 | 2.8% |
| 2 | 108 | 0.5% |
| 3 | 843 | 3.7% |
| 4 | 2801 | |
| 5 | 129 | 0.6% |
| 6 | 682 | 3.0% |
| 7 | 1617 | |
| 8 | 60 | 0.3% |
| 9 | 141 | 0.6% |
| 10 | 1426 |
| Value | Count | Frequency (%) |
| 31 | 334 | 1.5% |
| 30 | 197 | 0.9% |
| 29 | 1070 | |
| 28 | 457 | |
| 27 | 874 | |
| 26 | 978 | |
| 25 | 257 | 1.1% |
| 24 | 869 | |
| 23 | 75 | 0.3% |
| 22 | 73 | 0.3% |
PRODUCTO
Categorical
High correlation  Imbalance 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| 2DO. PISO, M.N. HABILITACION O AVIO | |
|---|---|
| CREDITO SIMPLE FIDE | |
| SIMPLE SIN GARANTIA REAL M.N. | |
| DESCUENTOS MONEDA NACIONAL | 778 |
| 2DO. PISO, M.N. SIMPLE | 399 |
| Other values (21) | 1169 |
Length
| Max length | 40 |
|---|---|
| Median length | 35 |
| Mean length | 31.232008 |
| Min length | 12 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2DO. PISO, M.N. SIMPLE |
|---|---|
| 2nd row | 2DO. PISO, M.N. HABILITACION O AVIO |
| 3rd row | 2DO. PISO, M.N. HABILITACION O AVIO |
| 4th row | 2DO. PISO, M.N. HABILITACION O AVIO |
| 5th row | 2DO. PISO, M.N. HABILITACION O AVIO |
Common Values
| Value | Count | Frequency (%) |
| 2DO. PISO, M.N. HABILITACION O AVIO | 15438 | |
| CREDITO SIMPLE FIDE | 3446 | 15.1% |
| SIMPLE SIN GARANTIA REAL M.N. | 1558 | 6.8% |
| DESCUENTOS MONEDA NACIONAL | 778 | 3.4% |
| 2DO. PISO, M.N. SIMPLE | 399 | 1.8% |
| 2DO. PISO, DLLS. HABILITACION O AVIO | 396 | 1.7% |
| SIMPLE SIN GARANTIA REAL DLS. | 239 | 1.0% |
| MANDATOS DLLS. | 217 | 1.0% |
| HIPOTECARIO PARA VIVIENDA | 67 | 0.3% |
| 2DO. PISO, M.N. REFACCIONARIO MAQ. Y EQ. | 49 | 0.2% |
| Other values (16) | 201 | 0.9% |
Length
| Value | Count | Frequency (%) |
| m.n | 17499 | |
| 2do | 16294 | |
| piso | 16294 | |
| habilitacion | 15834 | |
| o | 15834 | |
| avio | 15834 | |
| simple | 5666 | 4.7% |
| credito | 3446 | 2.9% |
| fide | 3446 | 2.9% |
| sin | 1801 | 1.5% |
| Other values (34) | 7778 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 97186 | |
| 96938 | ||
| O | 86606 | |
| A | 58027 | 8.2% |
| . | 52301 | 7.3% |
| N | 40532 | 5.7% |
| S | 26651 | 3.7% |
| D | 26068 | 3.7% |
| L | 25655 | 3.6% |
| M | 24355 | 3.4% |
| Other values (17) | 177396 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 711715 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 97186 | |
| 96938 | ||
| O | 86606 | |
| A | 58027 | 8.2% |
| . | 52301 | 7.3% |
| N | 40532 | 5.7% |
| S | 26651 | 3.7% |
| D | 26068 | 3.7% |
| L | 25655 | 3.6% |
| M | 24355 | 3.4% |
| Other values (17) | 177396 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 711715 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 97186 | |
| 96938 | ||
| O | 86606 | |
| A | 58027 | 8.2% |
| . | 52301 | 7.3% |
| N | 40532 | 5.7% |
| S | 26651 | 3.7% |
| D | 26068 | 3.7% |
| L | 25655 | 3.6% |
| M | 24355 | 3.4% |
| Other values (17) | 177396 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 711715 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 97186 | |
| 96938 | ||
| O | 86606 | |
| A | 58027 | 8.2% |
| . | 52301 | 7.3% |
| N | 40532 | 5.7% |
| S | 26651 | 3.7% |
| D | 26068 | 3.7% |
| L | 25655 | 3.6% |
| M | 24355 | 3.4% |
| Other values (17) | 177396 |
DESC_LINEA_FINANCIERA
Categorical
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| 2DO. PISO, BANCARIO | |
|---|---|
| 2DO PISO NO BANC C/AVAL BANC | |
| DIRECTO CON DOCUMENTO | |
| 2DO. PISO, SIN AVAL BANCARIO | 845 |
| DIRECTO SIN DOCUMENTO (INFONAVIT) | 773 |
| Other values (7) | 458 |
Length
| Max length | 39 |
|---|---|
| Median length | 33 |
| Mean length | 22.507416 |
| Min length | 17 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2DO PISO NO BANC C/AVAL BANC |
|---|---|
| 2nd row | 2DO. PISO, SIN AVAL BANCARIO |
| 3rd row | 2DO. PISO, SIN AVAL BANCARIO |
| 4th row | 2DO. PISO, SIN AVAL BANCARIO |
| 5th row | 2DO. PISO, BANCARIO |
Common Values
| Value | Count | Frequency (%) |
| 2DO. PISO, BANCARIO | 10125 | |
| 2DO PISO NO BANC C/AVAL BANC | 5324 | |
| DIRECTO CON DOCUMENTO | 5263 | |
| 2DO. PISO, SIN AVAL BANCARIO | 845 | 3.7% |
| DIRECTO SIN DOCUMENTO (INFONAVIT) | 773 | 3.4% |
| DIRECTO SIN DOCUMENTO | 212 | 0.9% |
| CREDITOS PARA LA VIVIENDA CON DOCUMENTO | 74 | 0.3% |
| CREDITOS AL CONSUMO CON DOCUMENTO | 68 | 0.3% |
| INTERBANCARIO EN EL PAIS | 52 | 0.2% |
| AGENCIAS OTROS BA | 48 | 0.2% |
| Other values (2) | 4 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| 2do | 16294 | |
| piso | 16294 | |
| bancario | 10970 | |
| banc | 10648 | |
| documento | 6392 | 7.3% |
| directo | 6250 | 7.2% |
| con | 5407 | 6.2% |
| no | 5324 | 6.1% |
| c/aval | 5324 | 6.1% |
| sin | 1832 | 2.1% |
| Other values (19) | 2478 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 74526 | |
| 64425 | ||
| A | 46371 | |
| C | 45301 | 8.8% |
| N | 42469 | 8.3% |
| I | 37392 | 7.3% |
| D | 29154 | 5.7% |
| B | 21720 | 4.2% |
| S | 18486 | 3.6% |
| R | 17594 | 3.4% |
| Other values (15) | 115461 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 512899 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 74526 | |
| 64425 | ||
| A | 46371 | |
| C | 45301 | 8.8% |
| N | 42469 | 8.3% |
| I | 37392 | 7.3% |
| D | 29154 | 5.7% |
| B | 21720 | 4.2% |
| S | 18486 | 3.6% |
| R | 17594 | 3.4% |
| Other values (15) | 115461 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 512899 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 74526 | |
| 64425 | ||
| A | 46371 | |
| C | 45301 | 8.8% |
| N | 42469 | 8.3% |
| I | 37392 | 7.3% |
| D | 29154 | 5.7% |
| B | 21720 | 4.2% |
| S | 18486 | 3.6% |
| R | 17594 | 3.4% |
| Other values (15) | 115461 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 512899 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 74526 | |
| 64425 | ||
| A | 46371 | |
| C | 45301 | 8.8% |
| N | 42469 | 8.3% |
| I | 37392 | 7.3% |
| D | 29154 | 5.7% |
| B | 21720 | 4.2% |
| S | 18486 | 3.6% |
| R | 17594 | 3.4% |
| Other values (15) | 115461 |
CODIGO_MONEDA
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.2 KiB |
| 1 | |
|---|---|
| 54 | 881 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0386607 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 21907 | |
| 54 | 881 | 3.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 21907 | |
| 54 | 881 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 21907 | |
| 5 | 881 | 3.7% |
| 4 | 881 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 23669 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 21907 | |
| 5 | 881 | 3.7% |
| 4 | 881 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 23669 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 21907 | |
| 5 | 881 | 3.7% |
| 4 | 881 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 23669 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 21907 | |
| 5 | 881 | 3.7% |
| 4 | 881 | 3.7% |
MONTO_APROBADO
Real number (ℝ)
High correlation  Skewed 
| Distinct | 19382 |
|---|---|
| Distinct (%) | 85.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12640755 |
| Minimum | 19.54 |
|---|---|
| Maximum | 3.1544363 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 19.54 |
|---|---|
| 5-th percentile | 780.6435 |
| Q1 | 6404.265 |
| median | 44908.895 |
| Q3 | 217785.95 |
| 95-th percentile | 8000000 |
| Maximum | 3.1544363 × 1010 |
| Range | 3.1544363 × 1010 |
| Interquartile range (IQR) | 211381.69 |
Descriptive statistics
| Standard deviation | 2.7364312 × 108 |
|---|---|
| Coefficient of variation (CV) | 21.647688 |
| Kurtosis | 7960.4082 |
| Mean | 12640755 |
| Median Absolute Deviation (MAD) | 43192.105 |
| Skewness | 76.079521 |
| Sum | 2.8805752 × 1011 |
| Variance | 7.4880555 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25401.6 | 68 | 0.3% |
| 10000000 | 51 | 0.2% |
| 38054.24 | 42 | 0.2% |
| 13680.12 | 39 | 0.2% |
| 117192 | 38 | 0.2% |
| 1963.42 | 35 | 0.2% |
| 500000000 | 35 | 0.2% |
| 59508 | 32 | 0.1% |
| 3516.87 | 31 | 0.1% |
| 2660.94 | 31 | 0.1% |
| Other values (19372) | 22386 |
| Value | Count | Frequency (%) |
| 19.54 | 1 | |
| 26.37 | 1 | |
| 38.42 | 1 | |
| 55 | 2 | |
| 56.94 | 1 | |
| 57.19 | 1 | |
| 58.81 | 1 | |
| 58.96 | 2 | |
| 59.05 | 1 | |
| 64.13 | 1 |
| Value | Count | Frequency (%) |
| 3.154436258 × 1010 | 1 | < 0.1% |
| 8000000000 | 5 | |
| 6659653942 | 1 | < 0.1% |
| 6300000000 | 1 | < 0.1% |
| 5519565633 | 2 | < 0.1% |
| 5000000000 | 3 | |
| 4579393557 | 1 | < 0.1% |
| 3539135141 | 1 | < 0.1% |
| 3500000000 | 1 | < 0.1% |
| 2900000000 | 1 | < 0.1% |
MONTO_DISPONIBLE
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 1006 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 17 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2407154.8 |
| Minimum | 0 |
|---|---|
| Maximum | 7.5 × 109 |
| Zeros | 21570 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 38505.38 |
| Maximum | 7.5 × 109 |
| Range | 7.5 × 109 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1181821 × 108 |
|---|---|
| Coefficient of variation (CV) | 46.452438 |
| Kurtosis | 4437.104 |
| Mean | 2407154.8 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 66.256229 |
| Sum | 5.4813322 × 1010 |
| Variance | 1.2503312 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21570 | |
| 59508 | 16 | 0.1% |
| 190000000 | 11 | < 0.1% |
| 15000000 | 7 | < 0.1% |
| 5833333.33 | 7 | < 0.1% |
| 10000000 | 6 | < 0.1% |
| 8333.34 | 6 | < 0.1% |
| 2009860.72 | 5 | < 0.1% |
| 3000000 | 5 | < 0.1% |
| 4198068.96 | 5 | < 0.1% |
| Other values (996) | 1133 | 5.0% |
| (Missing) | 17 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 21570 | |
| 0.02 | 1 | < 0.1% |
| 600 | 1 | < 0.1% |
| 834 | 1 | < 0.1% |
| 1000 | 3 | < 0.1% |
| 2000 | 2 | < 0.1% |
| 3000 | 1 | < 0.1% |
| 4000 | 1 | < 0.1% |
| 5166.66 | 2 | < 0.1% |
| 5166.67 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7500000000 | 5 | |
| 1000000000 | 1 | < 0.1% |
| 537839914.5 | 1 | < 0.1% |
| 480004949.1 | 1 | < 0.1% |
| 400000000 | 2 | < 0.1% |
| 388888888.9 | 1 | < 0.1% |
| 305555555.6 | 1 | < 0.1% |
| 292455269.8 | 1 | < 0.1% |
| 258932411.4 | 1 | < 0.1% |
| 250000000 | 1 | < 0.1% |
MONTO_INICIAL
Real number (ℝ)
High correlation  Skewed 
| Distinct | 19297 |
|---|---|
| Distinct (%) | 85.4% |
| Missing | 204 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10244431 |
| Minimum | 19.54 |
|---|---|
| Maximum | 3.1544363 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 19.54 |
|---|---|
| 5-th percentile | 771.837 |
| Q1 | 6295.4875 |
| median | 43395.94 |
| Q3 | 209691.21 |
| 95-th percentile | 6600000 |
| Maximum | 3.1544363 × 1010 |
| Range | 3.1544363 × 1010 |
| Interquartile range (IQR) | 203395.72 |
Descriptive statistics
| Standard deviation | 2.466864 × 108 |
|---|---|
| Coefficient of variation (CV) | 24.08005 |
| Kurtosis | 11923.652 |
| Mean | 10244431 |
| Median Absolute Deviation (MAD) | 41742.85 |
| Skewness | 97.260629 |
| Sum | 2.3136023 × 1011 |
| Variance | 6.0854181 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25401.6 | 68 | 0.3% |
| 10000000 | 48 | 0.2% |
| 38054.24 | 42 | 0.2% |
| 13680.12 | 39 | 0.2% |
| 117192 | 38 | 0.2% |
| 1963.42 | 35 | 0.2% |
| 500000000 | 34 | 0.1% |
| 2661.12 | 31 | 0.1% |
| 2660.94 | 31 | 0.1% |
| 3516.87 | 31 | 0.1% |
| Other values (19287) | 22187 | |
| (Missing) | 204 | 0.9% |
| Value | Count | Frequency (%) |
| 19.54 | 1 | |
| 26.37 | 1 | |
| 38.42 | 1 | |
| 55 | 2 | |
| 56.94 | 1 | |
| 57.19 | 1 | |
| 58.81 | 1 | |
| 58.96 | 2 | |
| 59.05 | 1 | |
| 64.13 | 1 |
| Value | Count | Frequency (%) |
| 3.154436258 × 1010 | 1 | < 0.1% |
| 6659653942 | 1 | < 0.1% |
| 6300000000 | 1 | < 0.1% |
| 5519565633 | 2 | < 0.1% |
| 5000000000 | 3 | |
| 4579393557 | 1 | < 0.1% |
| 3539135141 | 1 | < 0.1% |
| 3500000000 | 1 | < 0.1% |
| 2900000000 | 1 | < 0.1% |
| 2500000000 | 5 |
TIPO_TASA
Categorical
High correlation  Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 204 |
| Missing (%) | 0.9% |
| Memory size | 178.2 KiB |
| 6.0 | |
|---|---|
| 0.0 | |
| 5.0 | |
| 4.0 | 114 |
| 1.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 6.0 |
| 3rd row | 6.0 |
| 4th row | 6.0 |
| 5th row | 6.0 |
Common Values
| Value | Count | Frequency (%) |
| 6.0 | 15976 | |
| 0.0 | 4584 | 20.1% |
| 5.0 | 1909 | 8.4% |
| 4.0 | 114 | 0.5% |
| 1.0 | 1 | < 0.1% |
| (Missing) | 204 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 6.0 | 15976 | |
| 0.0 | 4584 | 20.3% |
| 5.0 | 1909 | 8.5% |
| 4.0 | 114 | 0.5% |
| 1.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 27168 | |
| . | 22584 | |
| 6 | 15976 | |
| 5 | 1909 | 2.8% |
| 4 | 114 | 0.2% |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 67752 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27168 | |
| . | 22584 | |
| 6 | 15976 | |
| 5 | 1909 | 2.8% |
| 4 | 114 | 0.2% |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 67752 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27168 | |
| . | 22584 | |
| 6 | 15976 | |
| 5 | 1909 | 2.8% |
| 4 | 114 | 0.2% |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 67752 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27168 | |
| . | 22584 | |
| 6 | 15976 | |
| 5 | 1909 | 2.8% |
| 4 | 114 | 0.2% |
| 1 | 1 | < 0.1% |
TASA_TOTAL
Real number (ℝ)
High correlation 
| Distinct | 1163 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 204 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.652592 |
| Minimum | 0 |
|---|---|
| Maximum | 16.95 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.47 |
| Q1 | 11.7276 |
| median | 11.8132 |
| Q3 | 12.06445 |
| 95-th percentile | 13.444 |
| Maximum | 16.95 |
| Range | 16.95 |
| Interquartile range (IQR) | 0.33685 |
Descriptive statistics
| Standard deviation | 1.5729288 |
|---|---|
| Coefficient of variation (CV) | 0.13498532 |
| Kurtosis | 6.8109543 |
| Mean | 11.652592 |
| Median Absolute Deviation (MAD) | 0.2068 |
| Skewness | -2.2648545 |
| Sum | 263162.13 |
| Variance | 2.4741051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.7753 | 690 | 3.0% |
| 7.47 | 616 | 2.7% |
| 11.7841 | 470 | 2.1% |
| 11.7549 | 391 | 1.7% |
| 11.9105 | 357 | 1.6% |
| 10.23 | 356 | 1.6% |
| 11.8083 | 345 | 1.5% |
| 11.8032 | 333 | 1.5% |
| 11.8404 | 312 | 1.4% |
| 12.0664 | 300 | 1.3% |
| Other values (1153) | 18414 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 1.48 | 2 | < 0.1% |
| 1.57 | 2 | < 0.1% |
| 1.63 | 1 | < 0.1% |
| 3.7 | 1 | < 0.1% |
| 3.75 | 11 | |
| 4 | 5 | < 0.1% |
| 4.3623 | 1 | < 0.1% |
| 4.42 | 17 | |
| 4.422 | 17 |
| Value | Count | Frequency (%) |
| 16.95 | 13 | |
| 15.7205 | 2 | < 0.1% |
| 15.63 | 4 | < 0.1% |
| 15.6299 | 5 | < 0.1% |
| 15.62 | 5 | < 0.1% |
| 15.6057 | 4 | < 0.1% |
| 15.4337 | 2 | < 0.1% |
| 15.4335 | 8 | |
| 15.43 | 12 | |
| 15.4299 | 1 | < 0.1% |
PLAZO
Real number (ℝ)
High correlation 
| Distinct | 1214 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 204 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 652.90166 |
| Minimum | 30 |
|---|---|
| Maximum | 12450 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 107 |
| Q1 | 120 |
| median | 168 |
| Q3 | 455 |
| 95-th percentile | 1822 |
| Maximum | 12450 |
| Range | 12420 |
| Interquartile range (IQR) | 335 |
Descriptive statistics
| Standard deviation | 1170.7373 |
|---|---|
| Coefficient of variation (CV) | 1.7931296 |
| Kurtosis | 17.267487 |
| Mean | 652.90166 |
| Median Absolute Deviation (MAD) | 48 |
| Skewness | 3.7105776 |
| Sum | 14745131 |
| Variance | 1370625.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 177 | 995 | 4.4% |
| 178 | 865 | 3.8% |
| 119 | 797 | 3.5% |
| 112 | 650 | 2.9% |
| 174 | 640 | 2.8% |
| 179 | 632 | 2.8% |
| 120 | 621 | 2.7% |
| 176 | 576 | 2.5% |
| 114 | 528 | 2.3% |
| 123 | 500 | 2.2% |
| Other values (1204) | 15780 |
| Value | Count | Frequency (%) |
| 30 | 4 | < 0.1% |
| 49 | 5 | < 0.1% |
| 57 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 84 | 6 | < 0.1% |
| 87 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 91 | 1 | < 0.1% |
| 94 | 28 |
| Value | Count | Frequency (%) |
| 12450 | 1 | < 0.1% |
| 12262 | 2 | |
| 9999 | 1 | < 0.1% |
| 9987 | 1 | < 0.1% |
| 9102 | 1 | < 0.1% |
| 9101 | 1 | < 0.1% |
| 7951 | 2 | |
| 7950 | 2 | |
| 7922 | 4 | |
| 7897 | 4 |
CODIGO_TIPO_AMORTIZACION
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 204 |
| Missing (%) | 0.9% |
| Memory size | 178.2 KiB |
| 1.0 | |
|---|---|
| 5.0 | |
| 3.0 | 992 |
| 2.0 | 275 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 16572 | |
| 5.0 | 4745 | 20.8% |
| 3.0 | 992 | 4.4% |
| 2.0 | 275 | 1.2% |
| (Missing) | 204 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 16572 | |
| 5.0 | 4745 | 21.0% |
| 3.0 | 992 | 4.4% |
| 2.0 | 275 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 22584 | |
| 0 | 22584 | |
| 1 | 16572 | |
| 5 | 4745 | 7.0% |
| 3 | 992 | 1.5% |
| 2 | 275 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 67752 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 22584 | |
| 0 | 22584 | |
| 1 | 16572 | |
| 5 | 4745 | 7.0% |
| 3 | 992 | 1.5% |
| 2 | 275 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 67752 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 22584 | |
| 0 | 22584 | |
| 1 | 16572 | |
| 5 | 4745 | 7.0% |
| 3 | 992 | 1.5% |
| 2 | 275 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 67752 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 22584 | |
| 0 | 22584 | |
| 1 | 16572 | |
| 5 | 4745 | 7.0% |
| 3 | 992 | 1.5% |
| 2 | 275 | 0.4% |
AMORTIZACION
Categorical
High correlation 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 204 |
| Missing (%) | 0.9% |
| Memory size | 178.2 KiB |
| CAPITAL E INTERES AL VCTO | |
|---|---|
| PLAN DE PAGOS | |
| PAGOS IGUALES CAP. MAS INTS. | 992 |
| INT. MENSUAL Y CAP. AL VENC. | 275 |
Length
| Max length | 28 |
|---|---|
| Median length | 25 |
| Mean length | 22.647051 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PLAN DE PAGOS |
|---|---|
| 2nd row | CAPITAL E INTERES AL VCTO |
| 3rd row | CAPITAL E INTERES AL VCTO |
| 4th row | CAPITAL E INTERES AL VCTO |
| 5th row | CAPITAL E INTERES AL VCTO |
Common Values
| Value | Count | Frequency (%) |
| CAPITAL E INTERES AL VCTO | 16572 | |
| PLAN DE PAGOS | 4745 | 20.8% |
| PAGOS IGUALES CAP. MAS INTS. | 992 | 4.4% |
| INT. MENSUAL Y CAP. AL VENC. | 275 | 1.2% |
| (Missing) | 204 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| al | 16847 | |
| capital | 16572 | |
| e | 16572 | |
| interes | 16572 | |
| vcto | 16572 | |
| pagos | 5737 | 5.5% |
| plan | 4745 | 4.6% |
| de | 4745 | 4.6% |
| cap | 1267 | 1.2% |
| iguales | 992 | 1.0% |
| Other values (6) | 3084 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 81121 | ||
| A | 63999 | |
| E | 56003 | |
| T | 50983 | |
| L | 39431 | |
| I | 35403 | |
| C | 34686 | |
| P | 28321 | 5.5% |
| S | 25560 | 5.0% |
| N | 23134 | 4.5% |
| Other values (9) | 72820 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 511461 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 81121 | ||
| A | 63999 | |
| E | 56003 | |
| T | 50983 | |
| L | 39431 | |
| I | 35403 | |
| C | 34686 | |
| P | 28321 | 5.5% |
| S | 25560 | 5.0% |
| N | 23134 | 4.5% |
| Other values (9) | 72820 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 511461 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 81121 | ||
| A | 63999 | |
| E | 56003 | |
| T | 50983 | |
| L | 39431 | |
| I | 35403 | |
| C | 34686 | |
| P | 28321 | 5.5% |
| S | 25560 | 5.0% |
| N | 23134 | 4.5% |
| Other values (9) | 72820 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 511461 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 81121 | ||
| A | 63999 | |
| E | 56003 | |
| T | 50983 | |
| L | 39431 | |
| I | 35403 | |
| C | 34686 | |
| P | 28321 | 5.5% |
| S | 25560 | 5.0% |
| N | 23134 | 4.5% |
| Other values (9) | 72820 |
NUMERO_CUOTAS
Real number (ℝ)
High correlation 
| Distinct | 178 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 204 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.203507 |
| Minimum | 1 |
|---|---|
| Maximum | 329 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 12 |
| 95-th percentile | 60 |
| Maximum | 329 |
| Range | 328 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 24.79449 |
|---|---|
| Coefficient of variation (CV) | 2.0317512 |
| Kurtosis | 25.863856 |
| Mean | 12.203507 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0389249 |
| Sum | 275604 |
| Variance | 614.76671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 16577 | |
| 30 | 2696 | 11.8% |
| 60 | 827 | 3.6% |
| 24 | 188 | 0.8% |
| 36 | 161 | 0.7% |
| 48 | 156 | 0.7% |
| 6 | 133 | 0.6% |
| 84 | 61 | 0.3% |
| 12 | 53 | 0.2% |
| 46 | 52 | 0.2% |
| Other values (168) | 1680 | 7.4% |
| (Missing) | 204 | 0.9% |
| Value | Count | Frequency (%) |
| 1 | 16577 | |
| 2 | 1 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 21 | 0.1% |
| 5 | 33 | 0.1% |
| 6 | 133 | 0.6% |
| 7 | 32 | 0.1% |
| 8 | 14 | 0.1% |
| 9 | 12 | 0.1% |
| 10 | 32 | 0.1% |
| Value | Count | Frequency (%) |
| 329 | 2 | |
| 300 | 2 | |
| 244 | 4 | |
| 240 | 1 | < 0.1% |
| 237 | 1 | < 0.1% |
| 236 | 1 | < 0.1% |
| 234 | 3 | |
| 233 | 4 | |
| 232 | 4 | |
| 231 | 3 |
VALOR_CUOTA
Real number (ℝ)
High correlation  Missing  Skewed  Zeros 
| Distinct | 20123 |
|---|---|
| Distinct (%) | 89.2% |
| Missing | 234 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 333404.99 |
| Minimum | 0 |
|---|---|
| Maximum | 1.6666667 × 109 |
| Zeros | 299 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 577.758 |
| Q1 | 3417.775 |
| median | 13277.66 |
| Q3 | 67141.32 |
| 95-th percentile | 707683.65 |
| Maximum | 1.6666667 × 109 |
| Range | 1.6666667 × 109 |
| Interquartile range (IQR) | 63723.545 |
Descriptive statistics
| Standard deviation | 11383127 |
|---|---|
| Coefficient of variation (CV) | 34.14204 |
| Kurtosis | 20370.172 |
| Mean | 333404.99 |
| Median Absolute Deviation (MAD) | 11897.93 |
| Skewness | 139.58947 |
| Sum | 7.5196162 × 109 |
| Variance | 1.2957557 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 299 | 1.3% |
| 1000 | 48 | 0.2% |
| 14191.98 | 39 | 0.2% |
| 2047.21 | 35 | 0.2% |
| 2760.12 | 31 | 0.1% |
| 2760.3 | 31 | 0.1% |
| 3671.45 | 31 | 0.1% |
| 2760.69 | 28 | 0.1% |
| 1874.71 | 25 | 0.1% |
| 4240.51 | 23 | 0.1% |
| Other values (20113) | 21964 | |
| (Missing) | 234 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 299 | |
| 1 | 1 | < 0.1% |
| 20.87 | 1 | < 0.1% |
| 27.53 | 1 | < 0.1% |
| 30.83 | 1 | < 0.1% |
| 39.61 | 1 | < 0.1% |
| 44.84 | 1 | < 0.1% |
| 58.52 | 2 | < 0.1% |
| 59.42 | 1 | < 0.1% |
| 60.71 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1666666667 | 1 | |
| 186244751.5 | 1 | |
| 186244751.5 | 1 | |
| 94500000 | 1 | |
| 73256193.36 | 1 | |
| 72916666.67 | 1 | |
| 67567567.57 | 1 | |
| 59333286.96 | 1 | |
| 52083333.33 | 1 | |
| 41921318.19 | 1 |
CANTIDAD_CUOTAS_PAGADAS
Real number (ℝ)
High correlation  Missing  Zeros 
| Distinct | 117 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 257 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.623674 |
| Minimum | 0 |
|---|---|
| Maximum | 211 |
| Zeros | 16848 |
| Zeros (%) | 73.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 25 |
| Maximum | 211 |
| Range | 211 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 12.080761 |
|---|---|
| Coefficient of variation (CV) | 2.6128055 |
| Kurtosis | 65.303448 |
| Mean | 4.623674 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.1029592 |
| Sum | 104176 |
| Variance | 145.94479 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16848 | |
| 1 | 289 | 1.3% |
| 2 | 228 | 1.0% |
| 22 | 220 | 1.0% |
| 16 | 219 | 1.0% |
| 12 | 216 | 0.9% |
| 3 | 215 | 0.9% |
| 20 | 209 | 0.9% |
| 15 | 203 | 0.9% |
| 14 | 200 | 0.9% |
| Other values (107) | 3684 | 16.2% |
| (Missing) | 257 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 16848 | |
| 1 | 289 | 1.3% |
| 2 | 228 | 1.0% |
| 3 | 215 | 0.9% |
| 4 | 191 | 0.8% |
| 5 | 144 | 0.6% |
| 6 | 144 | 0.6% |
| 7 | 122 | 0.5% |
| 8 | 148 | 0.6% |
| 9 | 184 | 0.8% |
| Value | Count | Frequency (%) |
| 211 | 1 | < 0.1% |
| 208 | 1 | < 0.1% |
| 191 | 1 | < 0.1% |
| 190 | 3 | |
| 188 | 1 | < 0.1% |
| 183 | 4 | |
| 181 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 174 | 4 | |
| 168 | 1 | < 0.1% |
Interactions
Correlations
| AMORTIZACION | AÑO_REGISTRO | AÑO_VENCIMIENTO | CANTIDAD_CUOTAS_PAGADAS | CODIGO_CLIENTE | CODIGO_MONEDA | CODIGO_TIPO_AMORTIZACION | CODIGO_TIPO_IDENTIFICACION | DELEGACION_MUNICIPIO | DESC_LINEA_FINANCIERA | DIA_REGISTRO | DIA_VENCIMIENTO | ENTIDAD_FEDERATIVA | MES_REGISTRO | MES_VENCIMIENTO | MONTO_APROBADO | MONTO_DISPONIBLE | MONTO_INICIAL | NACIONALIDAD | NO_EMPLEADOS | NUMERO_CONTRATO | NUMERO_CUOTAS | NUMERO_PRESTAMO | PAIS | PLAZO | PRODUCTO | SEXO | TASA_TOTAL | TIPO_SECTOR | TIPO_SUBSECTOR | TIPO_TASA | VALOR_CUOTA | VENTAS_NETAS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AMORTIZACION | 1.000 | 0.498 | 0.046 | 0.305 | 0.286 | 0.164 | 1.000 | 0.350 | 0.690 | 0.586 | 0.093 | 0.404 | 0.619 | 0.410 | 0.439 | 0.056 | 0.037 | 0.058 | 0.019 | 0.081 | 0.406 | 0.374 | 0.407 | 0.019 | 0.538 | 0.720 | 0.075 | 0.341 | 0.429 | 0.636 | 0.620 | 0.011 | 0.055 |
| AÑO_REGISTRO | 0.498 | 1.000 | -0.712 | -0.893 | -0.254 | 0.545 | 0.498 | 0.333 | 0.751 | 0.408 | -0.026 | -0.257 | 0.684 | 0.296 | -0.483 | -0.482 | -0.205 | -0.471 | 0.000 | 0.391 | 0.700 | -0.829 | 0.692 | 0.000 | -0.656 | 0.456 | 0.071 | 0.158 | 0.290 | 0.376 | 0.480 | 0.122 | 0.284 |
| AÑO_VENCIMIENTO | 0.046 | -0.712 | 1.000 | 0.834 | 0.319 | 0.000 | 0.046 | 0.005 | 1.000 | 0.145 | 0.024 | 0.263 | 1.000 | -0.398 | 0.463 | 0.535 | 0.227 | 0.532 | 0.000 | -0.385 | -0.614 | 0.900 | -0.617 | 0.000 | 0.704 | 0.358 | 0.000 | 0.038 | 0.000 | 0.097 | 0.074 | -0.125 | -0.282 |
| CANTIDAD_CUOTAS_PAGADAS | 0.305 | -0.893 | 0.834 | 1.000 | 0.267 | 0.276 | 0.305 | 0.086 | 0.627 | 0.313 | 0.033 | 0.272 | 0.495 | -0.413 | 0.522 | 0.580 | 0.344 | 0.580 | 0.000 | -0.396 | -0.739 | 0.959 | -0.739 | 0.000 | 0.737 | 0.343 | 0.000 | -0.047 | 0.126 | 0.254 | 0.382 | -0.107 | -0.286 |
| CODIGO_CLIENTE | 0.286 | -0.254 | 0.319 | 0.267 | 1.000 | 0.281 | 0.286 | 0.371 | 0.947 | 0.223 | 0.020 | 0.195 | 0.803 | 0.018 | 0.043 | 0.093 | -0.081 | 0.097 | 0.000 | -0.503 | -0.068 | 0.278 | -0.072 | 0.000 | 0.047 | 0.255 | 0.205 | -0.082 | 0.181 | 0.355 | 0.194 | -0.134 | -0.396 |
| CODIGO_MONEDA | 0.164 | 0.545 | 0.000 | 0.276 | 0.281 | 1.000 | 0.164 | 0.132 | 1.000 | 0.457 | 0.065 | 0.218 | 1.000 | 0.121 | 0.261 | 0.000 | 0.000 | 0.000 | 0.000 | 0.206 | 0.518 | 0.489 | 0.535 | 0.000 | 0.585 | 0.999 | 0.000 | 0.803 | 0.258 | 0.304 | 0.231 | 0.000 | 0.067 |
| CODIGO_TIPO_AMORTIZACION | 1.000 | 0.498 | 0.046 | 0.305 | 0.286 | 0.164 | 1.000 | 0.350 | 0.690 | 0.586 | 0.093 | 0.404 | 0.619 | 0.410 | 0.439 | 0.056 | 0.037 | 0.058 | 0.019 | 0.081 | 0.406 | 0.374 | 0.407 | 0.019 | 0.538 | 0.720 | 0.075 | 0.341 | 0.429 | 0.636 | 0.620 | 0.011 | 0.055 |
| CODIGO_TIPO_IDENTIFICACION | 0.350 | 0.333 | 0.005 | 0.086 | 0.371 | 0.132 | 0.350 | 1.000 | 0.970 | 0.352 | 0.108 | 0.338 | 0.893 | 0.221 | 0.194 | 0.013 | 0.005 | 0.009 | 0.015 | 0.032 | 0.322 | 0.106 | 0.335 | 0.015 | 0.386 | 0.540 | 1.000 | 0.160 | 0.277 | 0.589 | 0.399 | 0.000 | 0.012 |
| DELEGACION_MUNICIPIO | 0.690 | 0.751 | 1.000 | 0.627 | 0.947 | 1.000 | 0.690 | 0.970 | 1.000 | 0.864 | 0.238 | 0.522 | 0.988 | 0.605 | 0.548 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.771 | 0.778 | 0.771 | 1.000 | 0.809 | 0.816 | 0.975 | 0.852 | 0.872 | 0.921 | 0.905 | 1.000 | 1.000 |
| DESC_LINEA_FINANCIERA | 0.586 | 0.408 | 0.145 | 0.313 | 0.223 | 0.457 | 0.586 | 0.352 | 0.864 | 1.000 | 0.090 | 0.261 | 0.759 | 0.253 | 0.281 | 0.110 | 0.000 | 0.133 | 0.084 | 0.336 | 0.375 | 0.413 | 0.378 | 0.084 | 0.421 | 0.760 | 0.186 | 0.290 | 0.314 | 0.482 | 0.685 | 0.069 | 0.471 |
| DIA_REGISTRO | 0.093 | -0.026 | 0.024 | 0.033 | 0.020 | 0.065 | 0.093 | 0.108 | 0.238 | 0.090 | 1.000 | 0.187 | 0.210 | -0.255 | -0.068 | 0.065 | 0.023 | 0.067 | 0.021 | 0.054 | -0.090 | 0.032 | -0.095 | 0.021 | 0.046 | 0.083 | 0.114 | 0.013 | 0.085 | 0.147 | 0.097 | 0.059 | 0.073 |
| DIA_VENCIMIENTO | 0.404 | -0.257 | 0.263 | 0.272 | 0.195 | 0.218 | 0.404 | 0.338 | 0.522 | 0.261 | 0.187 | 1.000 | 0.463 | -0.192 | -0.092 | 0.195 | 0.008 | 0.198 | 0.000 | -0.067 | -0.235 | 0.274 | -0.242 | 0.000 | 0.240 | 0.288 | 0.114 | 0.164 | 0.192 | 0.289 | 0.343 | -0.027 | -0.094 |
| ENTIDAD_FEDERATIVA | 0.619 | 0.684 | 1.000 | 0.495 | 0.803 | 1.000 | 0.619 | 0.893 | 0.988 | 0.759 | 0.210 | 0.463 | 1.000 | 0.478 | 0.472 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.745 | 0.678 | 0.745 | 1.000 | 0.727 | 0.706 | 0.786 | 0.823 | 0.752 | 0.698 | 0.858 | 1.000 | 1.000 |
| MES_REGISTRO | 0.410 | 0.296 | -0.398 | -0.413 | 0.018 | 0.121 | 0.410 | 0.221 | 0.605 | 0.253 | -0.255 | -0.192 | 0.478 | 1.000 | -0.050 | -0.282 | -0.157 | -0.279 | 0.024 | -0.040 | 0.723 | -0.402 | 0.726 | 0.024 | -0.622 | 0.257 | 0.052 | -0.230 | 0.198 | 0.285 | 0.314 | 0.020 | 0.043 |
| MES_VENCIMIENTO | 0.439 | -0.483 | 0.463 | 0.522 | 0.043 | 0.261 | 0.439 | 0.194 | 0.548 | 0.281 | -0.068 | -0.092 | 0.472 | -0.050 | 1.000 | 0.379 | 0.232 | 0.372 | 0.026 | -0.221 | -0.344 | 0.548 | -0.343 | 0.026 | 0.603 | 0.298 | 0.066 | -0.087 | 0.179 | 0.251 | 0.353 | -0.022 | -0.145 |
| MONTO_APROBADO | 0.056 | -0.482 | 0.535 | 0.580 | 0.093 | 0.000 | 0.056 | 0.013 | 1.000 | 0.110 | 0.065 | 0.195 | 1.000 | -0.282 | 0.379 | 1.000 | 0.342 | 0.999 | 0.000 | -0.086 | -0.444 | 0.619 | -0.437 | 0.000 | 0.495 | 0.369 | 1.000 | 0.095 | 0.071 | 0.140 | 0.049 | 0.660 | 0.011 |
| MONTO_DISPONIBLE | 0.037 | -0.205 | 0.227 | 0.344 | -0.081 | 0.000 | 0.037 | 0.005 | 1.000 | 0.000 | 0.023 | 0.008 | 1.000 | -0.157 | 0.232 | 0.342 | 1.000 | 0.320 | 0.000 | 0.110 | -0.218 | 0.357 | -0.207 | 0.000 | 0.228 | 0.026 | 1.000 | 0.264 | 0.034 | 0.085 | 0.047 | 0.183 | 0.177 |
| MONTO_INICIAL | 0.058 | -0.471 | 0.532 | 0.580 | 0.097 | 0.000 | 0.058 | 0.009 | 1.000 | 0.133 | 0.067 | 0.198 | 1.000 | -0.279 | 0.372 | 0.999 | 0.320 | 1.000 | 0.000 | -0.095 | -0.437 | 0.618 | -0.437 | 0.000 | 0.495 | 0.380 | 1.000 | 0.095 | 0.067 | 0.137 | 0.040 | 0.661 | 0.000 |
| NACIONALIDAD | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.015 | 1.000 | 0.084 | 0.021 | 0.000 | 1.000 | 0.024 | 0.026 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.030 | 0.000 | 1.000 | 0.054 | 0.111 | 0.003 | 0.013 | 0.014 | 0.185 | 0.065 | 0.000 | 0.000 |
| NO_EMPLEADOS | 0.081 | 0.391 | -0.385 | -0.396 | -0.503 | 0.206 | 0.081 | 0.032 | 1.000 | 0.336 | 0.054 | -0.067 | 1.000 | -0.040 | -0.221 | -0.086 | 0.110 | -0.095 | 0.000 | 1.000 | 0.112 | -0.381 | 0.120 | 0.000 | -0.134 | 0.348 | 1.000 | 0.169 | 0.196 | 0.311 | 0.073 | 0.247 | 0.674 |
| NUMERO_CONTRATO | 0.406 | 0.700 | -0.614 | -0.739 | -0.068 | 0.518 | 0.406 | 0.322 | 0.771 | 0.375 | -0.090 | -0.235 | 0.745 | 0.723 | -0.344 | -0.444 | -0.218 | -0.437 | 0.000 | 0.112 | 1.000 | -0.696 | 1.000 | 0.000 | -0.855 | 0.421 | 0.048 | -0.132 | 0.276 | 0.352 | 0.434 | 0.066 | 0.140 |
| NUMERO_CUOTAS | 0.374 | -0.829 | 0.900 | 0.959 | 0.278 | 0.489 | 0.374 | 0.106 | 0.778 | 0.413 | 0.032 | 0.274 | 0.678 | -0.402 | 0.548 | 0.619 | 0.357 | 0.618 | 0.030 | -0.381 | -0.696 | 1.000 | -0.696 | 0.030 | 0.758 | 0.536 | 0.000 | -0.010 | 0.202 | 0.328 | 0.430 | -0.091 | -0.269 |
| NUMERO_PRESTAMO | 0.407 | 0.692 | -0.617 | -0.739 | -0.072 | 0.535 | 0.407 | 0.335 | 0.771 | 0.378 | -0.095 | -0.242 | 0.745 | 0.726 | -0.343 | -0.437 | -0.207 | -0.437 | 0.000 | 0.120 | 1.000 | -0.696 | 1.000 | 0.000 | -0.855 | 0.428 | 0.047 | -0.132 | 0.270 | 0.353 | 0.434 | 0.066 | 0.152 |
| PAIS | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.015 | 1.000 | 0.084 | 0.021 | 0.000 | 1.000 | 0.024 | 0.026 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.030 | 0.000 | 1.000 | 0.054 | 0.111 | 0.003 | 0.013 | 0.014 | 0.185 | 0.065 | 0.000 | 0.000 |
| PLAZO | 0.538 | -0.656 | 0.704 | 0.737 | 0.047 | 0.585 | 0.538 | 0.386 | 0.809 | 0.421 | 0.046 | 0.240 | 0.727 | -0.622 | 0.603 | 0.495 | 0.228 | 0.495 | 0.054 | -0.134 | -0.855 | 0.758 | -0.855 | 0.054 | 1.000 | 0.561 | 0.074 | 0.103 | 0.265 | 0.399 | 0.472 | -0.057 | -0.155 |
| PRODUCTO | 0.720 | 0.456 | 0.358 | 0.343 | 0.255 | 0.999 | 0.720 | 0.540 | 0.816 | 0.760 | 0.083 | 0.288 | 0.706 | 0.257 | 0.298 | 0.369 | 0.026 | 0.380 | 0.111 | 0.348 | 0.421 | 0.536 | 0.428 | 0.111 | 0.561 | 1.000 | 0.080 | 0.451 | 0.448 | 0.371 | 0.808 | 0.439 | 0.425 |
| SEXO | 0.075 | 0.071 | 0.000 | 0.000 | 0.205 | 0.000 | 0.075 | 1.000 | 0.975 | 0.186 | 0.114 | 0.114 | 0.786 | 0.052 | 0.066 | 1.000 | 1.000 | 1.000 | 0.003 | 1.000 | 0.048 | 0.000 | 0.047 | 0.003 | 0.074 | 0.080 | 1.000 | 0.026 | 0.230 | 0.308 | 0.080 | 1.000 | 1.000 |
| TASA_TOTAL | 0.341 | 0.158 | 0.038 | -0.047 | -0.082 | 0.803 | 0.341 | 0.160 | 0.852 | 0.290 | 0.013 | 0.164 | 0.823 | -0.230 | -0.087 | 0.095 | 0.264 | 0.095 | 0.013 | 0.169 | -0.132 | -0.010 | -0.132 | 0.013 | 0.103 | 0.451 | 0.026 | 1.000 | 0.223 | 0.313 | 0.316 | 0.097 | 0.083 |
| TIPO_SECTOR | 0.429 | 0.290 | 0.000 | 0.126 | 0.181 | 0.258 | 0.429 | 0.277 | 0.872 | 0.314 | 0.085 | 0.192 | 0.752 | 0.198 | 0.179 | 0.071 | 0.034 | 0.067 | 0.014 | 0.196 | 0.276 | 0.202 | 0.270 | 0.014 | 0.265 | 0.448 | 0.230 | 0.223 | 1.000 | 1.000 | 0.477 | 0.119 | 0.242 |
| TIPO_SUBSECTOR | 0.636 | 0.376 | 0.097 | 0.254 | 0.355 | 0.304 | 0.636 | 0.589 | 0.921 | 0.482 | 0.147 | 0.289 | 0.698 | 0.285 | 0.251 | 0.140 | 0.085 | 0.137 | 0.185 | 0.311 | 0.352 | 0.328 | 0.353 | 0.185 | 0.399 | 0.371 | 0.308 | 0.313 | 1.000 | 1.000 | 0.720 | 0.115 | 0.385 |
| TIPO_TASA | 0.620 | 0.480 | 0.074 | 0.382 | 0.194 | 0.231 | 0.620 | 0.399 | 0.905 | 0.685 | 0.097 | 0.343 | 0.858 | 0.314 | 0.353 | 0.049 | 0.047 | 0.040 | 0.065 | 0.073 | 0.434 | 0.430 | 0.434 | 0.065 | 0.472 | 0.808 | 0.080 | 0.316 | 0.477 | 0.720 | 1.000 | 0.023 | 0.036 |
| VALOR_CUOTA | 0.011 | 0.122 | -0.125 | -0.107 | -0.134 | 0.000 | 0.011 | 0.000 | 1.000 | 0.069 | 0.059 | -0.027 | 1.000 | 0.020 | -0.022 | 0.660 | 0.183 | 0.661 | 0.000 | 0.247 | 0.066 | -0.091 | 0.066 | 0.000 | -0.057 | 0.439 | 1.000 | 0.097 | 0.119 | 0.115 | 0.023 | 1.000 | 0.272 |
| VENTAS_NETAS | 0.055 | 0.284 | -0.282 | -0.286 | -0.396 | 0.067 | 0.055 | 0.012 | 1.000 | 0.471 | 0.073 | -0.094 | 1.000 | 0.043 | -0.145 | 0.011 | 0.177 | 0.000 | 0.000 | 0.674 | 0.140 | -0.269 | 0.152 | 0.000 | -0.155 | 0.425 | 1.000 | 0.083 | 0.242 | 0.385 | 0.036 | 0.272 | 1.000 |
Missing values
Sample
| CODIGO_CLIENTE | CODIGO_TIPO_IDENTIFICACION | NOMBRES | PRIMER_APELLIDO | SEGUNDO_APELLIDO | SEXO | FECHA_DE_NACIMIENTO | RAZON_SOCIAL | NOMBRE_COMERCIAL | NO_EMPLEADOS | VENTAS_NETAS | PAIS | NACIONALIDAD | DELEGACION_MUNICIPIO | ENTIDAD_FEDERATIVA | TIPO_SECTOR | TIPO_SUBSECTOR | TIPO_RAMA | TIPO_CLASE | NUMERO_CONTRATO | NUMERO_PRESTAMO | FECHA_APERTURA | AÑO_REGISTRO | MES_REGISTRO | DIA_REGISTRO | FECHA_VENCIMIENTO | AÑO_VENCIMIENTO | MES_VENCIMIENTO | DIA_VENCIMIENTO | PRODUCTO | DESC_LINEA_FINANCIERA | CODIGO_MONEDA | MONTO_APROBADO | MONTO_DISPONIBLE | MONTO_INICIAL | TIPO_TASA | TASA_TOTAL | PLAZO | CODIGO_TIPO_AMORTIZACION | AMORTIZACION | NUMERO_CUOTAS | VALOR_CUOTA | CANTIDAD_CUOTAS_PAGADAS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 63041 | 7 | NaN | NaN | NaN | NaN | NaN | LAMINA DESPLEGADA SA DE CV | LAMINA DESPLEGADA SA DE CV | 767 | 1.104424e+06 | MEXICO | MEXICANA | SANTA CATARINA LA FAMA | NUEVO LEON | INDUSTRIAS MANUFACTURERAS | INDUSTRIAS METALICAS BASICAS | INDUSTRIAS BASICAS DE METALES NO FERROSOS. (I) EL TRATAMIENT | FUNDICION, LAMINACION, EXTRUSION, REFINACION Y/O ESTIRAJE DE | 39154419 | 405327964.0 | 2023-11-14 00:00:00 | 2023 | 11 | 14 | 2025-04-16 00:00:00 | 2025 | 4 | 16 | 2DO. PISO, M.N. SIMPLE | 2DO PISO NO BANC C/AVAL BANC | 1 | 1381152.29 | 0.0 | 1381152.29 | 5.0 | 11.3234 | 519.0 | 5.0 | PLAN DE PAGOS | 17.0 | 84079.47 | 11.0 |
| 1 | 99003 | 7 | NaN | NaN | NaN | NaN | NaN | CAFE EL MARINO | CAFE EL MARINO | 249 | 4.900000e+07 | MEXICO | MEXICANA | MAZATLAN | SINALOA | INDUSTRIAS MANUFACTURERAS | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | BENEFICIO Y MOLIENDA DE CEREALES Y OTROS PRODUCTOS AGRICOLAS | BENEFICIO DE CAFE | 40689525 | 420677745.0 | 2024-11-01 00:00:00 | 2024 | 11 | 1 | 2025-04-03 00:00:00 | 2025 | 4 | 3 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO. PISO, SIN AVAL BANCARIO | 1 | 15921.29 | 0.0 | 15921.29 | 6.0 | 12.7549 | 153.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 16784.21 | 0.0 |
| 2 | 99003 | 7 | NaN | NaN | NaN | NaN | NaN | CAFE EL MARINO | CAFE EL MARINO | 249 | 4.900000e+07 | MEXICO | MEXICANA | MAZATLAN | SINALOA | INDUSTRIAS MANUFACTURERAS | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | BENEFICIO Y MOLIENDA DE CEREALES Y OTROS PRODUCTOS AGRICOLAS | BENEFICIO DE CAFE | 40585141 | 419633900.0 | 2024-10-08 00:00:00 | 2024 | 10 | 8 | 2025-03-03 00:00:00 | 2025 | 3 | 3 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO. PISO, SIN AVAL BANCARIO | 1 | 5886.97 | 0.0 | 5886.97 | 6.0 | 12.6743 | 146.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 6189.19 | 0.0 |
| 3 | 99003 | 7 | NaN | NaN | NaN | NaN | NaN | CAFE EL MARINO | CAFE EL MARINO | 249 | 4.900000e+07 | MEXICO | MEXICANA | MAZATLAN | SINALOA | INDUSTRIAS MANUFACTURERAS | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | BENEFICIO Y MOLIENDA DE CEREALES Y OTROS PRODUCTOS AGRICOLAS | BENEFICIO DE CAFE | 40585144 | 419633937.0 | 2024-10-08 00:00:00 | 2024 | 10 | 8 | 2025-02-17 00:00:00 | 2025 | 2 | 17 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO. PISO, SIN AVAL BANCARIO | 1 | 5930.55 | 0.0 | 5930.55 | 6.0 | 12.6743 | 132.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 6206.43 | 0.0 |
| 4 | 123173 | 7 | NaN | NaN | NaN | NaN | NaN | SCHETTINO HERMANOS, S. DE R.L. DE C.V. | SCHETTINO HERMANOS, S. DE R.L. DE C.V. | 281 | 2.106982e+09 | MEXICO | MEXICANA | ORIZABA | VERACRUZ | COMERCIO | COMERCIO AL POR MAYOR | COMERCIO DE PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO AL POR | CHILE SECO Y ESPECIAS (I) PASTA PARA MOLE Y SIMILARES | 40373372 | 417516219.0 | 2024-08-19 00:00:00 | 2024 | 8 | 19 | 2025-02-11 00:00:00 | 2025 | 2 | 11 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO. PISO, BANCARIO | 1 | 93107.00 | 0.0 | 93107.00 | 6.0 | 12.1024 | 176.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 98615.80 | 0.0 |
| 5 | 123173 | 7 | NaN | NaN | NaN | NaN | NaN | SCHETTINO HERMANOS, S. DE R.L. DE C.V. | SCHETTINO HERMANOS, S. DE R.L. DE C.V. | 281 | 2.106982e+09 | MEXICO | MEXICANA | ORIZABA | VERACRUZ | COMERCIO | COMERCIO AL POR MAYOR | COMERCIO DE PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO AL POR | CHILE SECO Y ESPECIAS (I) PASTA PARA MOLE Y SIMILARES | 40618611 | 419968586.0 | 2024-10-16 00:00:00 | 2024 | 10 | 16 | 2025-04-07 00:00:00 | 2025 | 4 | 7 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO. PISO, BANCARIO | 1 | 258057.03 | 0.0 | 258057.03 | 6.0 | 11.6871 | 173.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 272550.97 | 0.0 |
| 6 | 128196 | 7 | NaN | NaN | NaN | NaN | NaN | ALIMENTOS COMPEAN S.A. DE CV | ALIMENTOS COMPEAN S.A. DE CV | 50 | 3.000000e+07 | MEXICO | MEXICANA | SAN LUIS POTOSI | SAN LUIS POTOSI | INDUSTRIAS MANUFACTURERAS | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | ELABORACION DE OTROS PRODUCTOS ALIMENTICIOS PARA EL CONSUMO | ELABORACION DE OTROS PRODUCTOS ALIMENTICIOS PARA CONSUMO HUM | 40482018 | 418602669.0 | 2024-09-12 00:00:00 | 2024 | 9 | 12 | 2025-02-27 00:00:00 | 2025 | 2 | 27 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO PISO NO BANC C/AVAL BANC | 1 | 41021.74 | 0.0 | 41021.74 | 6.0 | 12.1526 | 168.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 43348.54 | 0.0 |
| 7 | 128196 | 7 | NaN | NaN | NaN | NaN | NaN | ALIMENTOS COMPEAN S.A. DE CV | ALIMENTOS COMPEAN S.A. DE CV | 50 | 3.000000e+07 | MEXICO | MEXICANA | SAN LUIS POTOSI | SAN LUIS POTOSI | INDUSTRIAS MANUFACTURERAS | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | ELABORACION DE OTROS PRODUCTOS ALIMENTICIOS PARA EL CONSUMO | ELABORACION DE OTROS PRODUCTOS ALIMENTICIOS PARA CONSUMO HUM | 40482019 | 418602650.0 | 2024-09-12 00:00:00 | 2024 | 9 | 12 | 2025-02-27 00:00:00 | 2025 | 2 | 27 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO PISO NO BANC C/AVAL BANC | 1 | 80915.74 | 0.0 | 80915.74 | 6.0 | 12.1526 | 168.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 85503.82 | 0.0 |
| 8 | 128196 | 7 | NaN | NaN | NaN | NaN | NaN | ALIMENTOS COMPEAN S.A. DE CV | ALIMENTOS COMPEAN S.A. DE CV | 50 | 3.000000e+07 | MEXICO | MEXICANA | SAN LUIS POTOSI | SAN LUIS POTOSI | INDUSTRIAS MANUFACTURERAS | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | ELABORACION DE OTROS PRODUCTOS ALIMENTICIOS PARA EL CONSUMO | ELABORACION DE OTROS PRODUCTOS ALIMENTICIOS PARA CONSUMO HUM | 40482015 | 418602641.0 | 2024-09-12 00:00:00 | 2024 | 9 | 12 | 2025-02-27 00:00:00 | 2025 | 2 | 27 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO PISO NO BANC C/AVAL BANC | 1 | 41021.74 | 0.0 | 41021.74 | 6.0 | 12.1526 | 168.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 43348.54 | 0.0 |
| 9 | 128196 | 7 | NaN | NaN | NaN | NaN | NaN | ALIMENTOS COMPEAN S.A. DE CV | ALIMENTOS COMPEAN S.A. DE CV | 50 | 3.000000e+07 | MEXICO | MEXICANA | SAN LUIS POTOSI | SAN LUIS POTOSI | INDUSTRIAS MANUFACTURERAS | PRODUCTOS ALIMENTICIOS, BEBIDAS Y TABACO | ELABORACION DE OTROS PRODUCTOS ALIMENTICIOS PARA EL CONSUMO | ELABORACION DE OTROS PRODUCTOS ALIMENTICIOS PARA CONSUMO HUM | 40482014 | 418602632.0 | 2024-09-12 00:00:00 | 2024 | 9 | 12 | 2025-02-27 00:00:00 | 2025 | 2 | 27 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO PISO NO BANC C/AVAL BANC | 1 | 23043.60 | 0.0 | 23043.60 | 6.0 | 12.1526 | 168.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 24350.64 | 0.0 |
| CODIGO_CLIENTE | CODIGO_TIPO_IDENTIFICACION | NOMBRES | PRIMER_APELLIDO | SEGUNDO_APELLIDO | SEXO | FECHA_DE_NACIMIENTO | RAZON_SOCIAL | NOMBRE_COMERCIAL | NO_EMPLEADOS | VENTAS_NETAS | PAIS | NACIONALIDAD | DELEGACION_MUNICIPIO | ENTIDAD_FEDERATIVA | TIPO_SECTOR | TIPO_SUBSECTOR | TIPO_RAMA | TIPO_CLASE | NUMERO_CONTRATO | NUMERO_PRESTAMO | FECHA_APERTURA | AÑO_REGISTRO | MES_REGISTRO | DIA_REGISTRO | FECHA_VENCIMIENTO | AÑO_VENCIMIENTO | MES_VENCIMIENTO | DIA_VENCIMIENTO | PRODUCTO | DESC_LINEA_FINANCIERA | CODIGO_MONEDA | MONTO_APROBADO | MONTO_DISPONIBLE | MONTO_INICIAL | TIPO_TASA | TASA_TOTAL | PLAZO | CODIGO_TIPO_AMORTIZACION | AMORTIZACION | NUMERO_CUOTAS | VALOR_CUOTA | CANTIDAD_CUOTAS_PAGADAS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22778 | 28950763 | 5 | RAUL | ALEGRIA | RIOS | M | 1978-11-12 00:00:00 | NaN | NaN | 1 | 5001.0 | MEXICO | MEXICANA | NaN | NaN | INDUSTRIAS MANUFACTURERAS | PRODUCTOS METALICOS ,MAQUINARIA Y EQUIPO.(I) INSTRUMENTOS Q | FABRICACION, REPARACION Y/O ENSAMBLE DE MAQUINARIA Y EQUIPO | FABRICACION DE EQUIPOS Y APARATOS DE AIRE ACONDICIONADO, REF | 40704517 | 420827672.0 | 2024-11-05 00:00:00 | 2024 | 11 | 5 | 2029-09-29 00:00:00 | 2029 | 9 | 29 | CREDITO SIMPLE FIDE | DIRECTO CON DOCUMENTO | 1 | 78109.99 | 0.0 | 78109.99 | 0.0 | 11.6600 | 1788.0 | 5.0 | PLAN DE PAGOS | 30.0 | 1643.30 | 0.0 |
| 22779 | 28950781 | 5 | AURORA | GONGORA | RODRIGUEZ | F | 1990-10-01 00:00:00 | NaN | NaN | 1 | 5001.0 | MEXICO | MEXICANA | NaN | NaN | INDUSTRIAS MANUFACTURERAS | PRODUCTOS METALICOS ,MAQUINARIA Y EQUIPO.(I) INSTRUMENTOS Q | FABRICACION, REPARACION Y/O ENSAMBLE DE MAQUINARIA Y EQUIPO | FABRICACION DE EQUIPOS Y APARATOS DE AIRE ACONDICIONADO, REF | 40704525 | 420827752.0 | 2024-11-05 00:00:00 | 2024 | 11 | 5 | 2029-09-29 00:00:00 | 2029 | 9 | 29 | CREDITO SIMPLE FIDE | DIRECTO CON DOCUMENTO | 1 | 180450.00 | 0.0 | 180450.00 | 0.0 | 11.6600 | 1788.0 | 5.0 | PLAN DE PAGOS | 30.0 | 3795.52 | 0.0 |
| 22780 | 28950790 | 5 | MARIO ALBERTO | CASTILLON | RIOS | M | 1966-07-17 00:00:00 | NaN | NaN | 1 | 5001.0 | MEXICO | MEXICANA | NaN | NaN | INDUSTRIAS MANUFACTURERAS | PRODUCTOS METALICOS ,MAQUINARIA Y EQUIPO.(I) INSTRUMENTOS Q | FABRICACION, REPARACION Y/O ENSAMBLE DE MAQUINARIA Y EQUIPO | FABRICACION DE EQUIPOS Y APARATOS DE AIRE ACONDICIONADO, REF | 40704518 | 420827681.0 | 2024-11-05 00:00:00 | 2024 | 11 | 5 | 2029-09-29 00:00:00 | 2029 | 9 | 29 | CREDITO SIMPLE FIDE | DIRECTO CON DOCUMENTO | 1 | 131116.26 | 0.0 | 131116.26 | 0.0 | 11.6600 | 1788.0 | 5.0 | PLAN DE PAGOS | 30.0 | 2757.88 | 0.0 |
| 22781 | 28950852 | 5 | FIDEL | JOSE | JULIO | M | 1980-08-27 00:00:00 | NaN | NaN | 10 | 800000.0 | MEXICO | MEXICANA | NaN | NaN | CONSTRUCCION | CONSTRUCCION | CONSTRUCCION DE OBRAS DE URBANIZACION | CONSTRUCCION DE OBRAS DE URBANIZACION | 40681011 | 420592612.0 | 2024-10-30 00:00:00 | 2024 | 10 | 30 | 2025-02-19 00:00:00 | 2025 | 2 | 19 | 2DO. PISO, M.N. HABILITACION O AVIO | 2DO. PISO, BANCARIO | 1 | 1865171.29 | 0.0 | 1865171.29 | 6.0 | 11.7440 | 112.0 | 1.0 | CAPITAL E INTERES AL VCTO | 1.0 | 1933318.81 | 0.0 |
| 22782 | 28951011 | 5 | MARIO | RODRIGUEZ | CAMBRON | M | 1968-07-17 00:00:00 | NaN | NaN | 1 | 5001.0 | MEXICO | MEXICANA | NaN | NaN | INDUSTRIAS MANUFACTURERAS | PRODUCTOS METALICOS ,MAQUINARIA Y EQUIPO.(I) INSTRUMENTOS Q | FABRICACION, REPARACION Y/O ENSAMBLE DE MAQUINARIA Y EQUIPO | FABRICACION DE EQUIPOS Y APARATOS DE AIRE ACONDICIONADO, REF | 40704519 | 420827690.0 | 2024-11-05 00:00:00 | 2024 | 11 | 5 | 2029-09-29 00:00:00 | 2029 | 9 | 29 | CREDITO SIMPLE FIDE | DIRECTO CON DOCUMENTO | 1 | 119700.66 | 0.0 | 119700.66 | 0.0 | 11.6600 | 1788.0 | 5.0 | PLAN DE PAGOS | 30.0 | 2517.97 | 0.0 |
| 22783 | 28951280 | 5 | BRENDA | VAZQUEZ | ESPINOSA | F | 1995-09-19 00:00:00 | NaN | NaN | 1 | 5001.0 | MEXICO | MEXICANA | NaN | NaN | INDUSTRIAS MANUFACTURERAS | PRODUCTOS METALICOS ,MAQUINARIA Y EQUIPO.(I) INSTRUMENTOS Q | FABRICACION, REPARACION Y/O ENSAMBLE DE MAQUINARIA Y EQUIPO | FABRICACION DE EQUIPOS Y APARATOS DE AIRE ACONDICIONADO, REF | 40704520 | 420827707.0 | 2024-11-05 00:00:00 | 2024 | 11 | 5 | 2029-09-29 00:00:00 | 2029 | 9 | 29 | CREDITO SIMPLE FIDE | DIRECTO CON DOCUMENTO | 1 | 55740.36 | 0.0 | 55740.36 | 0.0 | 11.6600 | 1788.0 | 5.0 | PLAN DE PAGOS | 30.0 | 1172.65 | 0.0 |
| 22784 | 28951682 | 7 | NaN | NaN | NaN | NaN | NaN | PRUEBAS SAPI DE CV SOFOM ER | PRUEBAS S.A.P.I. DE C.V. S.O.F.O.M.E.R. | 8 | 19373000.0 | MEXICO | MEXICANA | NaN | NaN | SERVICIOS FINANCIEROS, DE ADMON Y ALQUILER DE BIENES MUEBLES | SERVICIOS FINANCIEROS DE SEGUROS Y FINANZAS | SERVICIOS FINANCIEROS DE SEGUROS Y FINANZAS | ARRENDADORAS FINANCIERAS (ORGANISMOS AUXILIARES DE CREDITO) | 40709377 | 420876100.0 | 2025-01-03 00:00:00 | 2025 | 1 | 3 | 2026-01-03 00:00:00 | 2026 | 1 | 3 | SIMPLE SIN GARANTIA REAL M.N. | DIRECTO CON DOCUMENTO | 1 | 10000000.00 | 5000000.0 | 5000000.00 | 5.0 | 12.2408 | 273.0 | 2.0 | INT. MENSUAL Y CAP. AL VENC. | 1.0 | 5464130.03 | NaN |
| 22785 | 28958014 | 7 | NaN | NaN | NaN | NaN | NaN | OPERACION Y MANTENIMIENTO A ESTACIONES DE GAS Y SERVICIOS INDUSTRIALES, S.A. DE C.V. | OMEGAS | 19 | 1.0 | MEXICO | MEXICANA | NaN | NaN | MINERIA Y EXTRACCION DE PETROLEO | PETROLEO Y GAS NATURAL | EXTRACCION DE PETROLEO Y GAS NATURAL | EXTRACCION DE PETROLEO CRUDO Y GAS NATURAL | 40709379 | 420876128.0 | 2025-01-28 00:00:00 | 2025 | 1 | 28 | 2026-01-28 00:00:00 | 2026 | 1 | 28 | SIMPLE SIN GARANTIA REAL DLS. | DIRECTO CON DOCUMENTO | 54 | 10000000.00 | 0.0 | 10000000.00 | 5.0 | 6.7890 | 365.0 | 2.0 | INT. MENSUAL Y CAP. AL VENC. | 4.0 | 173496.36 | NaN |
| 22786 | 28958014 | 7 | NaN | NaN | NaN | NaN | NaN | OPERACION Y MANTENIMIENTO A ESTACIONES DE GAS Y SERVICIOS INDUSTRIALES, S.A. DE C.V. | OMEGAS | 19 | 1.0 | MEXICO | MEXICANA | NaN | NaN | MINERIA Y EXTRACCION DE PETROLEO | PETROLEO Y GAS NATURAL | EXTRACCION DE PETROLEO Y GAS NATURAL | EXTRACCION DE PETROLEO CRUDO Y GAS NATURAL | 40709380 | 420876137.0 | 2025-01-28 00:00:00 | 2025 | 1 | 28 | 2026-02-28 00:00:00 | 2026 | 2 | 28 | SIMPLE SIN GARANTIA REAL DLS. | DIRECTO CON DOCUMENTO | 54 | 20000000.00 | 0.0 | 20000000.00 | 5.0 | 6.7976 | 396.0 | 2.0 | INT. MENSUAL Y CAP. AL VENC. | 13.0 | 117069.64 | NaN |
| 22787 | 28958014 | 7 | NaN | NaN | NaN | NaN | NaN | OPERACION Y MANTENIMIENTO A ESTACIONES DE GAS Y SERVICIOS INDUSTRIALES, S.A. DE C.V. | OMEGAS | 19 | 1.0 | MEXICO | MEXICANA | NaN | NaN | MINERIA Y EXTRACCION DE PETROLEO | PETROLEO Y GAS NATURAL | EXTRACCION DE PETROLEO Y GAS NATURAL | EXTRACCION DE PETROLEO CRUDO Y GAS NATURAL | 40709381 | 420876146.0 | 2025-01-28 00:00:00 | 2025 | 1 | 28 | 2026-02-28 00:00:00 | 2026 | 2 | 28 | SIMPLE SIN GARANTIA REAL DLS. | DIRECTO CON DOCUMENTO | 54 | 15000000.00 | 0.0 | 15000000.00 | 5.0 | 7.4976 | 396.0 | 2.0 | INT. MENSUAL Y CAP. AL VENC. | 13.0 | 96844.00 | NaN |